From 5f9bd7c1c10ed02f5661e6e766fa723903d929d0 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sat, 18 Apr 2015 10:20:39 -0700 Subject: [PATCH 01/13] more sapm doc and pep8. now works with dict input --- pvlib/pvsystem.py | 132 ++++++++++++++++++++++-------------- pvlib/test/test_pvsystem.py | 3 + 2 files changed, 83 insertions(+), 52 deletions(-) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index e9967cbd50..96b1eba352 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -565,7 +565,7 @@ def _parse_raw_sam_df(csvdata): -def sapm(Module, Eb, Ediff, Tcell, AM, AOI): +def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): ''' The Sandia PV Array Performance Model (SAPM) generates 5 points on a PV module's I-V curve (Voc, Isc, Ix, Ixx, Vmp/Imp) according to @@ -573,48 +573,60 @@ def sapm(Module, Eb, Ediff, Tcell, AM, AOI): Parameters ---------- - Module : Series - A DataFrame defining the SAPM performance parameters + module : Series or dict + A DataFrame defining the SAPM performance parameters. - Eb : Series - The direct irradiance incident upon the module (suns). Any Ee<0 - are set to 0. + poa_direct : Series + The direct irradiance incident upon the module (W/m^2). - Ediff : Series + poa_diffuse : Series The diffuse irradiance incident on module. - Tcell : Series + temp_cell : Series The cell temperature (degrees C). - AM : Series + airmass_absolute : Series Absolute airmass. - AOI : Series + aoi : Series Angle of incidence. Returns ------- - A DataFrame with the columns Isc, Imp, Ix, Ixx, Voc, Vmp, Pmp. + A DataFrame with the columns: + + * Isc : Short-circuit current (A) + * Imp : Current at the maximum-power point (A) + * Voc : Open-circuit voltage (V) + * Vmp : Voltage at maximum-power point (V) + * Pmp : Power at maximum-power point (W) + * Ix : Current at module V = 0.5Voc, defines 4th point on I-V curve for modeling curve shape + * Ixx : Current at module V = 0.5(Voc+Vmp), defines 5th point on I-V curve for modeling curve shape Notes ----- - The coefficients from SAPM which are required in Module are: - - ================ ====================================================================================================================== - Module field Description - ================ ====================================================================================================================== - Module.c 1x8 vector with the C coefficients Module.c(1) = C0 - Module.Isc0 Short circuit current at reference condition (amps) - Module.Imp0 Maximum power current at reference condition (amps) - Module.AlphaIsc Short circuit current temperature coefficient at reference condition (1/C) - Module.AlphaImp Maximum power current temperature coefficient at reference condition (1/C) - Module.BetaVoc Open circuit voltage temperature coefficient at reference condition (V/C) - Module.mBetaVoc Coefficient providing the irradiance dependence for the BetaVoc temperature coefficient at reference irradiance (V/C) - Module.BetaVmp Maximum power voltage temperature coefficient at reference condition - Module.mBetaVmp Coefficient providing the irradiance dependence for the BetaVmp temperature coefficient at reference irradiance (V/C) - Module.n Empirically determined "diode factor" (dimensionless) - Module.Ns Number of cells in series in a module's cell string(s) - ================ ====================================================================================================================== + The coefficients from SAPM which are required in ``module`` are: + + ======== ====================================================================================================================== + Key Description + ======== ====================================================================================================================== + A0-A4 The airmass coefficients used in calculating effective irradiance + B0-B5 The angle of incidence coefficients used in calculating effective irradiance + C0-C7 The empirically determined coefficients relating Imp, Vmp, Ix, and Ixx to effective irradiance + Isco Short circuit current at reference condition (amps) + Impo Maximum power current at reference condition (amps) + Aisc Short circuit current temperature coefficient at reference condition (1/C) + Aimp Maximum power current temperature coefficient at reference condition (1/C) + Bvoc Open circuit voltage temperature coefficient at reference condition (V/C) + Mbvoc Coefficient providing the irradiance dependence for the BetaVoc temperature coefficient at reference irradiance (V/C) + Bvmpo Maximum power voltage temperature coefficient at reference condition + Mbvmp Coefficient providing the irradiance dependence for the BetaVmp temperature coefficient at reference irradiance (V/C) + N Empirically determined "diode factor" (dimensionless) + #Series Number of cells in series in a module's cell string(s) + IXO Ix at reference conditions + IXXO Ixx at reference conditions + FD Fraction of diffuse irradiance used by module + ======== ====================================================================================================================== References ---------- @@ -628,40 +640,56 @@ def sapm(Module, Eb, Ediff, Tcell, AM, AOI): ''' T0 = 25 - q = 1.60218e-19 - k = 1.38066e-23 + q = 1.60218e-19 # Elementary charge in units of coulombs + kb = 1.38066e-23 # Boltzmann's constant in units of J/K E0 = 1000 - AMcoeff = [Module['A4'], Module['A3'], Module['A2'], Module['A1'], - Module['A0']] - AOIcoeff = [Module['B5'], Module['B4'], Module['B3'], Module['B2'], - Module['B1'], Module['B0']] + am_coeff = [module['A4'], module['A3'], module['A2'], module['A1'], + module['A0']] + aoi_coeff = [module['B5'], module['B4'], module['B3'], module['B2'], + module['B1'], module['B0']] - F1 = np.polyval(AMcoeff, AM) - F2 = np.polyval(AOIcoeff, AOI) - Ee= F1*((Eb*F2+Module['FD']*Ediff)/E0) - Ee.fillna(0) + F1 = np.polyval(am_coeff, airmass_absolute) + F2 = np.polyval(aoi_coeff, aoi) + + # Ee is the "effective irradiance" + Ee = F1 * ( (poa_direct*F2 + module['FD']*poa_diffuse) / E0 ) + Ee.fillna(0, inplace=True) Ee[Ee < 0] = 0 - Filt = Ee[Ee >= 0.001] + Bvmpo = module['Bvmpo'] + module['Mbvmp']*(1 - Ee) + Bvoco = module['Bvoco'] + module['Mbvoc']*(1 - Ee) + delta = module['N'] * kb * (temp_cell + 273.15) / q - Isc = Module.ix['Isco']*(Ee)*((1 + Module.ix['Aisc']*((Tcell - T0)))) + dfout = pd.DataFrame(index=Ee.index) - DFOut = pd.DataFrame({'Isc':Isc}) + dfout['Isc'] = ( + module['Isco'] * Ee * (1 + module['Aisc']*(temp_cell - T0)) ) - DFOut['Imp'] = Module.ix['Impo']*((Module.ix['C0']*(Ee) + Module.ix['C1'] * (Ee ** 2)))*((1 + Module.ix['Aimp']*((Tcell - T0)))) - Bvoco = Module.ix['Bvoco'] + Module.ix['Mbvoc']*((1 - Ee)) - delta = Module.ix['N']*(k)*((Tcell + 273.15)) / q - DFOut['Voc'] = (Module.ix['Voco'] + Module.ix['#Series']*(delta)*(np.log(Ee)) + Bvoco*((Tcell - T0))) - Bvmpo = Module.ix['Bvmpo'] + Module.ix['Mbvmp']*((1 - Ee)) - DFOut['Vmp'] = (Module.ix['Vmpo'] + Module.ix['C2']*(Module.ix['#Series'])*(delta)*(np.log(Ee)) + Module.ix['C3']*(Module.ix['#Series'])*((delta*(np.log(Ee))) ** 2) + Bvmpo*((Tcell - T0))) - DFOut['Vmp'][DFOut['Vmp'] < 0] = 0 - DFOut['Pmp'] = DFOut.Imp*DFOut.Vmp - DFOut['Ix'] = Module.ix['IXO'] * (Module.ix['C4']*(Ee) + Module.ix['C5']*((Ee) ** 2))*((1 + Module.ix['Aisc']*((Tcell - T0)))) - DFOut['Ixx'] = Module.ix['IXXO'] * (Module.ix['C6']*(Ee) + Module.ix['C7']*((Ee) ** 2))*((1 + Module.ix['Aisc']*((Tcell - T0)))) + dfout['Imp'] = ( module['Impo'] * + (module['C0']*Ee + module['C1']*(Ee**2)) * + (1 + module['Aimp']*(temp_cell - T0)) ) - return DFOut + dfout['Voc'] = ( module['Voco'] + + module['#Series']*delta*np.log(Ee) + Bvoco*(temp_cell - T0) ) + + dfout['Vmp'] = ( module['Vmpo'] + + module['C2']*module['#Series']*delta*np.log(Ee) + + module['C3']*module['#Series']*((delta*np.log(Ee)) ** 2) + + Bvmpo*(temp_cell - T0) ).clip_lower(0) + + dfout['Pmp'] = dfout['Imp'] * dfout['Vmp'] + + dfout['Ix'] = ( module['IXO'] * + (module['C4']*Ee + module['C5']*(Ee**2)) * + (1 + module['Aisc']*(temp_cell - T0)) ) + + # the Ixx calculation in King 2004 has a typo (mixes up Aisc and Aimp) + dfout['Ixx'] = ( module['IXXO'] * + (module['C6']*Ee + module['C7']*(Ee**2)) * + (1 + module['Aisc']*(temp_cell - T0)) ) + return dfout def sapm_celltemp(irrad, wind, temp, model='open_rack_cell_glassback'): diff --git a/pvlib/test/test_pvsystem.py b/pvlib/test/test_pvsystem.py index 6f79b7183e..202ab1a85d 100644 --- a/pvlib/test/test_pvsystem.py +++ b/pvlib/test/test_pvsystem.py @@ -111,6 +111,9 @@ def test_sapm(): sapm = pvsystem.sapm(module, irrad_data.DNI, irrad_data.DHI, 25, am, aoi) + sapm = pvsystem.sapm(module.to_dict(), irrad_data.DNI, + irrad_data.DHI, 25, am, aoi) + def test_calcparams_desoto(): From f06317f3f321340f4b916caa42da4d24f447ef34 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sat, 18 Apr 2015 10:47:29 -0700 Subject: [PATCH 02/13] add effective irradiance to sapm output --- pvlib/pvsystem.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index 96b1eba352..049e13b64f 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -602,6 +602,7 @@ def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): * Pmp : Power at maximum-power point (W) * Ix : Current at module V = 0.5Voc, defines 4th point on I-V curve for modeling curve shape * Ixx : Current at module V = 0.5(Voc+Vmp), defines 5th point on I-V curve for modeling curve shape + * Ee : Effective irradiance Notes ----- @@ -689,6 +690,8 @@ def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): (module['C6']*Ee + module['C7']*(Ee**2)) * (1 + module['Aisc']*(temp_cell - T0)) ) + dfout['Ee'] = Ee + return dfout From d9515e7da9484cf3248f16fac4acd53c22e9fdf1 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sat, 18 Apr 2015 10:57:54 -0700 Subject: [PATCH 03/13] wrap the long docstring lines --- pvlib/pvsystem.py | 39 +++++++++++++++++++++++++-------------- 1 file changed, 25 insertions(+), 14 deletions(-) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index 049e13b64f..5d0f7dfed1 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -600,34 +600,45 @@ def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): * Voc : Open-circuit voltage (V) * Vmp : Voltage at maximum-power point (V) * Pmp : Power at maximum-power point (W) - * Ix : Current at module V = 0.5Voc, defines 4th point on I-V curve for modeling curve shape - * Ixx : Current at module V = 0.5(Voc+Vmp), defines 5th point on I-V curve for modeling curve shape + * Ix : Current at module V = 0.5Voc, defines 4th point on I-V + curve for modeling curve shape + * Ixx : Current at module V = 0.5(Voc+Vmp), defines 5th point on + I-V curve for modeling curve shape * Ee : Effective irradiance Notes ----- The coefficients from SAPM which are required in ``module`` are: - ======== ====================================================================================================================== + ======== =============================================================== Key Description - ======== ====================================================================================================================== - A0-A4 The airmass coefficients used in calculating effective irradiance - B0-B5 The angle of incidence coefficients used in calculating effective irradiance - C0-C7 The empirically determined coefficients relating Imp, Vmp, Ix, and Ixx to effective irradiance + ======== =============================================================== + A0-A4 The airmass coefficients used in calculating + effective irradiance + B0-B5 The angle of incidence coefficients used in calculating + effective irradiance + C0-C7 The empirically determined coefficients relating + Imp, Vmp, Ix, and Ixx to effective irradiance Isco Short circuit current at reference condition (amps) Impo Maximum power current at reference condition (amps) - Aisc Short circuit current temperature coefficient at reference condition (1/C) - Aimp Maximum power current temperature coefficient at reference condition (1/C) - Bvoc Open circuit voltage temperature coefficient at reference condition (V/C) - Mbvoc Coefficient providing the irradiance dependence for the BetaVoc temperature coefficient at reference irradiance (V/C) - Bvmpo Maximum power voltage temperature coefficient at reference condition - Mbvmp Coefficient providing the irradiance dependence for the BetaVmp temperature coefficient at reference irradiance (V/C) + Aisc Short circuit current temperature coefficient at + reference condition (1/C) + Aimp Maximum power current temperature coefficient at + reference condition (1/C) + Bvoc Open circuit voltage temperature coefficient at + reference condition (V/C) + Mbvoc Coefficient providing the irradiance dependence for the BetaVoc + temperature coefficient at reference irradiance (V/C) + Bvmpo Maximum power voltage temperature coefficient at + reference condition + Mbvmp Coefficient providing the irradiance dependence for the + BetaVmp temperature coefficient at reference irradiance (V/C) N Empirically determined "diode factor" (dimensionless) #Series Number of cells in series in a module's cell string(s) IXO Ix at reference conditions IXXO Ixx at reference conditions FD Fraction of diffuse irradiance used by module - ======== ====================================================================================================================== + ======== =============================================================== References ---------- From ffd2cf717aecf26cee05f0aa3762713c1acb14bc Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sat, 18 Apr 2015 11:33:59 -0700 Subject: [PATCH 04/13] wrap more long lines --- pvlib/pvsystem.py | 114 +++++++++++++++++++++++++++++----------------- 1 file changed, 73 insertions(+), 41 deletions(-) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index 5d0f7dfed1..77a432d1d7 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -31,8 +31,8 @@ def systemdef(meta, surftilt, surfaz, albedo, series_modules, ---------- meta : dict - meta dict either generated from a TMY file using readtmy2 or readtmy3, or - a dict containing at least the following fields: + meta dict either generated from a TMY file using readtmy2 or readtmy3, + or a dict containing at least the following fields: =============== ====== ==================== meta field format description @@ -84,7 +84,6 @@ def systemdef(meta, surftilt, surfaz, albedo, series_modules, * 'name' * 'altitude' - See also -------- readtmy3 @@ -241,13 +240,21 @@ def physicaliam(K, L, n, theta): ''' thetar_deg = tools.asind(1.0 / n*(tools.sind(theta))) - tau = np.exp(- 1.0 * (K*(L) / tools.cosd(thetar_deg)))*((1 - 0.5*((((tools.sind(thetar_deg - theta)) ** 2) / ((tools.sind(thetar_deg + theta)) ** 2) + ((tools.tand(thetar_deg - theta)) ** 2) / ((tools.tand(thetar_deg + theta)) ** 2))))) + tau = ( np.exp(- 1.0 * (K*L / tools.cosd(thetar_deg))) * + ((1 - 0.5*((((tools.sind(thetar_deg - theta)) ** 2) / + ((tools.sind(thetar_deg + theta)) ** 2) + + ((tools.tand(thetar_deg - theta)) ** 2) / + ((tools.tand(thetar_deg + theta)) ** 2))))) ) zeroang = 1e-06 thetar_deg0 = tools.asind(1.0 / n*(tools.sind(zeroang))) - tau0 = np.exp(- 1.0 * (K*(L) / tools.cosd(thetar_deg0)))*((1 - 0.5*((((tools.sind(thetar_deg0 - zeroang)) ** 2) / ((tools.sind(thetar_deg0 + zeroang)) ** 2) + ((tools.tand(thetar_deg0 - zeroang)) ** 2) / ((tools.tand(thetar_deg0 + zeroang)) ** 2))))) + tau0 = ( np.exp(- 1.0 * (K*L / tools.cosd(thetar_deg0))) * + ((1 - 0.5*((((tools.sind(thetar_deg0 - zeroang)) ** 2) / + ((tools.sind(thetar_deg0 + zeroang)) ** 2) + + ((tools.tand(thetar_deg0 - zeroang)) ** 2) / + ((tools.tand(thetar_deg0 + zeroang)) ** 2))))) ) IAM = tau / tau0 @@ -274,26 +281,28 @@ def calcparams_desoto(S, Tcell, alpha_isc, module_parameters, EgRef, dEgdT, Parameters ---------- S : float or DataFrame - The irradiance (in W/m^2) absorbed by the module. S must be >= 0. - Due to a division by S in the script, any S value equal to 0 will be set to 1E-10. + The irradiance (in W/m^2) absorbed by the module. Tcell : float or DataFrame The average cell temperature of cells within a module in C. - Tcell must be >= -273.15. alpha_isc : float - The short-circuit current temperature coefficient of the module in units of 1/C. + The short-circuit current temperature coefficient of the + module in units of 1/C. module_parameters : dict - Parameters describing PV module performance at reference conditions according - to DeSoto's paper. Parameters may be generated or found by lookup. For ease of use, - retrieve_sam can automatically generate a dict based on the most recent SAM CEC module + Parameters describing PV module performance at reference + conditions according to DeSoto's paper. Parameters may be + generated or found by lookup. For ease of use, + retrieve_sam can automatically generate a dict based on the + most recent SAM CEC module database. The module_parameters dict must contain the following 5 fields: * A_ref - modified diode ideality factor parameter at - reference conditions (units of eV), a_ref can be calculated from the - usual diode ideality factor (n), number of cells in series (Ns), + reference conditions (units of eV), a_ref can be calculated + from the usual diode ideality factor (n), + number of cells in series (Ns), and cell temperature (Tcell) per equation (2) in [1]. * I_l_ref - Light-generated current (or photocurrent) in amperes at reference conditions. This value is referred to @@ -341,7 +350,8 @@ def calcparams_desoto(S, Tcell, alpha_isc, module_parameters, EgRef, dEgdT, cell temperature=Tcell. I0 : float or DataFrame - Diode saturation curent in amperes at irradiance S and cell temperature Tcell. + Diode saturation curent in amperes at irradiance + S and cell temperature Tcell. Rs : float Series resistance in ohms at irradiance S and cell temperature Tcell. @@ -454,7 +464,8 @@ def calcparams_desoto(S, Tcell, alpha_isc, module_parameters, EgRef, dEgdT, nNsVth = a_ref * (Tcell_K / Tref_K) IL = S / Sref * M * (IL_ref + alpha_isc * (Tcell_K - Tref_K)) - I0 = I0_ref * ((Tcell_K / Tref_K) ** 3) * (np.exp(EgRef / (k*(Tref_K)) - (E_g / (k*(Tcell_K))))) + I0 = ( I0_ref * ((Tcell_K / Tref_K) ** 3) * + (np.exp(EgRef / (k*(Tref_K)) - (E_g / (k*(Tcell_K))))) ) Rsh = Rsh_ref * (Sref / S) Rs = Rs_ref @@ -556,7 +567,10 @@ def _parse_raw_sam_df(csvdata): df = pd.read_csv(csvdata, index_col=0) parsedindex = [] for index in df.index: - parsedindex.append(index.replace(' ','_').replace('-','_').replace('.','_').replace('(','_').replace(')','_').replace('[','_').replace(']','_').replace(':','_')) + parsedindex.append(index.replace(' ','_').replace('-','_') + .replace('.','_').replace('(','_') + .replace(')','_').replace('[','_') + .replace(']','_').replace(':','_')) df.index = parsedindex df = df.transpose() @@ -910,17 +924,20 @@ def singlediode(Module, IL, I0, Rs, Rsh, nNsVth, **kwargs): DFOut['I0'] = I0 DFOut['IL'] = IL - __, Voc_return = golden_sect_DataFrame(DFOut, 0, Module.V_oc_ref*1.6, Voc_optfcn) + __, Voc_return = golden_sect_DataFrame(DFOut, 0, Module.V_oc_ref*1.6, + Voc_optfcn) Voc = Voc_return.copy() #create an immutable copy - Pmp, Vmax = golden_sect_DataFrame(DFOut, 0, Module.V_oc_ref*1.14, pwr_optfcn) + Pmp, Vmax = golden_sect_DataFrame(DFOut, 0, Module.V_oc_ref*1.14, + pwr_optfcn) Imax = I_from_V(Rsh=Rsh, Rs=Rs, nNsVth=nNsVth, V=Vmax, I0=I0, IL=IL) # Invert the Power-Current curve. Find the current where the inverted power # is minimized. This is Imax. Start the optimization at Voc/2 # Find Ix and Ixx using Lambert W Ix = I_from_V(Rsh=Rsh, Rs=Rs, nNsVth=nNsVth, V=.5*Voc, I0=I0, IL=IL) - Ixx = I_from_V(Rsh=Rsh, Rs=Rs, nNsVth=nNsVth, V=0.5*(Voc+Vmax), I0=I0, IL=IL) + Ixx = I_from_V(Rsh=Rsh, Rs=Rs, nNsVth=nNsVth, V=0.5*(Voc+Vmax), I0=I0, + IL=IL) # If the user says they want a curve of with number of points equal to # NumPoints (must be >=2), then create a voltage array where voltage is @@ -961,7 +978,8 @@ def golden_sect_DataFrame(df,VL,VH,func): Parameters ---------- df : DataFrame - Dataframe containing a timeseries of inputs to the function to be optimized. + Dataframe containing a timeseries of inputs to the function + to be optimized. Each row should represent an independant optimization VL: float @@ -1028,22 +1046,22 @@ def pwr_optfcn(df,loc): Do not expect this function to remain in the public API. ''' - I=I_from_V(Rsh=df['Rsh'],Rs=df['Rs'], nNsVth=df['nNsVth'], V=df[loc], I0=df['I0'], IL=df['IL']) + I = I_from_V(Rsh=df['Rsh'], Rs=df['Rs'], nNsVth=df['nNsVth'], V=df[loc], + I0=df['I0'], IL=df['IL']) return I*df[loc] - def Voc_optfcn(df,loc): ''' Function to find V_oc from I_from_V. Do not expect this function to remain in the public API. ''' - I = -abs(I_from_V(Rsh=df['Rsh'], Rs=df['Rs'], nNsVth=df['nNsVth'], V=df[loc], I0=df['I0'], IL=df['IL'])) + I = -abs(I_from_V(Rsh=df['Rsh'], Rs=df['Rs'], nNsVth=df['nNsVth'], + V=df[loc], I0=df['I0'], IL=df['IL'])) return I - def I_from_V(Rsh, Rs, nNsVth, V, I0, IL): ''' Calculates I from V per Eq 2 Jain and Kapoor 2004 @@ -1058,7 +1076,8 @@ def I_from_V(Rsh, Rs, nNsVth, V, I0, IL): except ImportError: raise ImportError('The I_from_V function requires scipy') - argW = Rs*I0*Rsh*np.exp(Rsh*(Rs*(IL+I0)+V)/(nNsVth*(Rs+Rsh)))/(nNsVth*(Rs + Rsh)) + argW = (Rs*I0*Rsh * np.exp(Rsh*(Rs*(IL+I0)+V) / + (nNsVth*(Rs+Rsh))) / (nNsVth*(Rs + Rsh)) ) inputterm = lambertw(argW) # Eqn. 4 in Jain and Kapoor, 2004 @@ -1085,25 +1104,38 @@ def snlinverter(inverter, Vmp, Pmp): inverter : DataFrame A DataFrame defining the inverter to be used, giving the inverter performance parameters according to the Sandia - Grid-Connected Photovoltaic Inverter Model (SAND 2007-5036) [1]. A set of - inverter performance parameters are provided with pvlib, or may be - generated from a System Advisor Model (SAM) [2] library using retreivesam. + Grid-Connected Photovoltaic Inverter Model (SAND 2007-5036) [1]. + A set of inverter performance parameters are provided with pvlib, + or may be generated from a System Advisor Model (SAM) [2] + library using retrievesam. Required DataFrame columns are: - ====== ============================================================================================================================================================================================ + ====== ============================================================ Column Description - ====== ============================================================================================================================================================================================ - Pac0 AC-power output from inverter based on input power and voltage (W) - Pdc0 DC-power input to inverter, typically assumed to be equal to the PV array maximum power (W) - Vdc0 DC-voltage level at which the AC-power rating is achieved at the reference operating condition (V) - Ps0 DC-power required to start the inversion process, or self-consumption by inverter, strongly influences inverter efficiency at low power levels (W) - C0 Parameter defining the curvature (parabolic) of the relationship between ac-power and dc-power at the reference operating condition, default value of zero gives a linear relationship (1/W) - C1 Empirical coefficient allowing Pdco to vary linearly with dc-voltage input, default value is zero (1/V) - C2 Empirical coefficient allowing Pso to vary linearly with dc-voltage input, default value is zero (1/V) - C3 Empirical coefficient allowing Co to vary linearly with dc-voltage input, default value is zero (1/V) - Pnt AC-power consumed by inverter at night (night tare) to maintain circuitry required to sense PV array voltage (W) - ====== ============================================================================================================================================================================================ + ====== ============================================================ + Pac0 AC-power output from inverter based on input power + and voltage (W) + Pdc0 DC-power input to inverter, typically assumed to be equal + to the PV array maximum power (W) + Vdc0 DC-voltage level at which the AC-power rating is achieved + at the reference operating condition (V) + Ps0 DC-power required to start the inversion process, or + self-consumption by inverter, strongly influences inverter + efficiency at low power levels (W) + C0 Parameter defining the curvature (parabolic) of the + relationship between ac-power and dc-power at the reference + operating condition, default value of zero gives a + linear relationship (1/W) + C1 Empirical coefficient allowing Pdco to vary linearly + with dc-voltage input, default value is zero (1/V) + C2 Empirical coefficient allowing Pso to vary linearly with + dc-voltage input, default value is zero (1/V) + C3 Empirical coefficient allowing Co to vary linearly with + dc-voltage input, default value is zero (1/V) + Pnt AC-power consumed by inverter at night (night tare) to + maintain circuitry required to sense PV array voltage (W) + ====== ============================================================ Vdc : float or DataFrame DC voltages, in volts, which are provided as input to the inverter. From bfba0a6d12a38047f81017707a0da37027b75cce Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sat, 18 Apr 2015 11:34:17 -0700 Subject: [PATCH 05/13] tutorial improvements --- docs/tutorials/pvsystem.ipynb | 13670 ++++++++++++++++++++++++-------- 1 file changed, 10167 insertions(+), 3503 deletions(-) diff --git a/docs/tutorials/pvsystem.ipynb b/docs/tutorials/pvsystem.ipynb index 4f6b3d7092..54b3d9c23c 100644 --- a/docs/tutorials/pvsystem.ipynb +++ b/docs/tutorials/pvsystem.ipynb @@ -1,3585 +1,10249 @@ { - "metadata": { - "name": "", - "signature": "sha256:bedab400bf188d5cbf2ac9bfabaf893614b81625ee6a4794dde5e8ec0da6da58" - }, - "nbformat": 3, - "nbformat_minor": 0, - "worksheets": [ + "cells": [ { - "cells": [ - { - "cell_type": "code", - "collapsed": false, - "input": [ - "%matplotlib inline\n", - "import matplotlib.pyplot as plt\n", - "import seaborn as sns\n", - "\n", - "# built in python modules\n", - "import datetime\n", - "import logging\n", - "import os\n", - "import inspect\n", - "\n", - "# python add-ons\n", - "import numpy as np\n", - "import pandas as pd" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 1 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "import pvlib\n", - "from pvlib import pvsystem" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 17 - }, - { - "cell_type": "heading", - "level": 3, - "metadata": {}, - "source": [ - "systemdef" - ] - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "pvlib_abspath = os.path.dirname(os.path.abspath(inspect.getfile(pvlib)))\n", - "tmy3_data, tmy3_metadata = pvlib.tmy.readtmy3(os.path.join(pvlib_abspath, 'data', '703165TY.csv'))\n", - "tmy2_data, tmy2_metadata = pvlib.tmy.readtmy2(os.path.join(pvlib_abspath, 'data', '12839.tm2'))" - ], - "language": "python", - "metadata": {}, - "outputs": [], - "prompt_number": 3 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "pvlib.pvsystem.systemdef(tmy3_metadata, 0, 0, .1, 5, 5)" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 8, - "text": [ - "{'TZ': -9.0,\n", - " 'albedo': 0.1,\n", - " 'altitude': 7.0,\n", - " 'latitude': 55.317,\n", - " 'longitude': -160.517,\n", - " 'name': '\"SAND POINT\"',\n", - " 'parallel_modules': 5,\n", - " 'series_modules': 5,\n", - " 'surfaz': 0,\n", - " 'surftilt': 0}" - ] - } - ], - "prompt_number": 8 - }, - { - "cell_type": "code", - "collapsed": false, - "input": [ - "pvlib.pvsystem.systemdef(tmy2_metadata, 0, 0, .1, 5, 5)" - ], - "language": "python", - "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 12, - "text": [ - "{'TZ': -5,\n", - " 'albedo': 0.1,\n", - " 'altitude': 2.0,\n", - " 'latitude': 25.8,\n", - " 'longitude': -80.26666666666667,\n", - " 'name': 'MIAMI',\n", - " 'parallel_modules': 5,\n", - " 'series_modules': 5,\n", - " 'surfaz': 0,\n", - " 'surftilt': 0}" - ] - } - ], - "prompt_number": 12 - }, - { - "cell_type": "heading", - "level": 3, - "metadata": {}, - "source": [ - "Angle of Incidence Modifiers" - ] - }, + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# pvsystem tutorial" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This tutorial explores the ``pvlib.pvsystem`` module. The module has functions for importing PV module and inverter data and functions for modeling module and inverter performance." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import matplotlib.pyplot as plt\n", + "try:\n", + " import seaborn as sns\n", + "except ImportError:\n", + " pass\n", + "\n", + "# built in python modules\n", + "import datetime\n", + "import logging\n", + "import os\n", + "import inspect\n", + "\n", + "try:\n", + " from importlib import reload\n", + "except:\n", + " pass\n", + "\n", + "# python add-ons\n", + "import numpy as np\n", + "import pandas as pd" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "import pvlib\n", + "from pvlib import pvsystem" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### systemdef" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "``pvlib`` can import TMY2 and TMY3 data. Here, we import the example files." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "pvlib_abspath = os.path.dirname(os.path.abspath(inspect.getfile(pvlib)))\n", + "\n", + "tmy3_data, tmy3_metadata = pvlib.tmy.readtmy3(os.path.join(pvlib_abspath, 'data', '703165TY.csv'))\n", + "tmy2_data, tmy2_metadata = pvlib.tmy.readtmy2(os.path.join(pvlib_abspath, 'data', '12839.tm2'))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "thetas = pd.Series(np.linspace(-180,180,3601))\n", - "thetas" - ], - "language": "python", + "data": { + "text/plain": [ + "{'TZ': -9.0,\n", + " 'albedo': 0.1,\n", + " 'altitude': 7.0,\n", + " 'latitude': 55.317,\n", + " 'longitude': -160.517,\n", + " 'name': '\"SAND POINT\"',\n", + " 'parallel_modules': 5,\n", + " 'series_modules': 5,\n", + " 'surfaz': 0,\n", + " 'surftilt': 0}" + ] + }, + "execution_count": 4, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 85, - "text": [ - "0 -180.0\n", - "1 -179.9\n", - "2 -179.8\n", - "3 -179.7\n", - "4 -179.6\n", - "5 -179.5\n", - "6 -179.4\n", - "7 -179.3\n", - "8 -179.2\n", - "9 -179.1\n", - "10 -179.0\n", - "11 -178.9\n", - "12 -178.8\n", - "13 -178.7\n", - "14 -178.6\n", - "...\n", - "3586 178.6\n", - "3587 178.7\n", - "3588 178.8\n", - "3589 178.9\n", - "3590 179.0\n", - "3591 179.1\n", - "3592 179.2\n", - "3593 179.3\n", - "3594 179.4\n", - "3595 179.5\n", - "3596 179.6\n", - "3597 179.7\n", - "3598 179.8\n", - "3599 179.9\n", - "3600 180.0\n", - "Length: 3601, dtype: float64" - ] - } - ], - "prompt_number": 85 - }, + "output_type": "execute_result" + } + ], + "source": [ + "pvlib.pvsystem.systemdef(tmy3_metadata, 0, 0, .1, 5, 5)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "ashraeiam = pvsystem.ashraeiam(.05, thetas)\n", - "ashraeiam.plot()\n", - "plt.ylabel('ASHRAE modifier')\n", - "plt.xlabel('input index')\n", - "\n", - "plt.figure()\n", - "plt.plot(thetas, ashraeiam)\n", - "plt.ylabel('ASHRAE modifier')\n", - "plt.xlabel('input angle (deg)')" - ], - "language": "python", + "data": { + "text/plain": [ + "{'TZ': -5,\n", + " 'albedo': 0.1,\n", + " 'altitude': 2.0,\n", + " 'latitude': 25.8,\n", + " 'longitude': -80.26666666666667,\n", + " 'name': 'MIAMI',\n", + " 'parallel_modules': 5,\n", + " 'series_modules': 5,\n", + " 'surfaz': 0,\n", + " 'surftilt': 0}" + ] + }, + "execution_count": 5, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 86, - "text": [ - "" - ] - }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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a++chNnFANqvudJFqmOxO1z1xl5Rb7OVa4GmKlfcNwErgkBK4VNOYX4kriYvM\njbrT3VSuEr8KuAP4lLX2HgBjzLwEJe4IKnF1p4vMTVJJ3EnlkvgK4I3AZ40xncA3jnG8yIyNa2Cb\nSFVonribpr1yWmv7rLVftNaeB7wOWAhkjDF3GWOumrcIpaFNjE5XJS4yJ5pi5qaKyh9r7UZr7fuA\nHuDzwOtDjUqcMTE6XZW4yJwk4jFiMVXirjnmldMY022MiQFYa8eBDHBS2IGJG4ILTtAVKCKzE4vF\nSCXjSuKOmfYetzHmpcA3gUXATmPMG4BPUpxm9ub5CU8aXT5fnNOaVBIXmbNUIq7udMeUG6j2SYrJ\n+pfAHwM/A/6HtfYz8xGYuCG44CQTsYgjEal/SVXizimXxOPW2h/5n/+HMebjSuBSbbl8MMVMlbjI\nXKUSSuKuKZfEY8aYluBzYKDkMdba4VAjEyfkckElriQuMlepZJzR4WzUYcg8KpfETwcGpzwXPPYA\nzQmSOZvsTlcSF5mrVFL3xF1TbhczXVUldJMD23RPXGSuUsn4RO+WuCHUFdiMMZcB11Ks2q+31l4z\nzXHnA/cBr7fWfjfMmKS2qBIXqZ5UIk6+4FEoeMTj+sPYBeWmmP2i5KFH8b74xGNr7YvLfWFjTAL4\nAvBSYBfwG2PMrdbaLUc57hrgR1O+hzhAA9tEqifYgyCbL9AU1x1PF5SrxD/DZPL+LPBXTCbZSjas\nXQ9stdZuBzDG3ERxW9MtU477S+Bm4PyKo5aGEXT9JVQ1iMxZ6U5mTSklcReUuyf+w+BzY8w/Wmtv\nm+HX7gF2lDzeCVxQeoAxpodiYn8xxSSu3ewdkyt4JBMxYjElcZG50nak7gmzD7OShHwt8HfW2qDi\n15XcMblcQffDRapkYiczjVB3RpgD23YBq0oer6JYjZc6F7jJ36d8MfAKY0zWWntruS/c3d1ezTjr\nRiO224tBOpUo27ZGbHcl1G63VKPd7W1NALS1Z+rm51gvcVZbtdpdbmDbd0oerp7y2LPWHmsnsweB\nk40xq4HdwBXAlaUHWGtPLPl+XwN+cKwEDtDbO3CsQxpOd3d7Q7Z7dCxHIh6btm2N2u5jUbvdUq12\nZ7M5AA4cGKSlDqZt6nxXfvx0ylXit03zOVTQVW6tzRljrgbuoDjF7KvW2i3BXuTW2uuO9TWk8eXy\nnuaIi1RJcGsql9fwIleUG9h2w1y/uLV2A7BhynNHTd7W2rfP9ftJ/cnlC2TSqajDEGkIwR/EOd0T\nd0a57vSz3cVsAAARY0lEQVRLKE4R2+E//iDwRuBJ4Gpr7a75CVEaWS6vgW0i1ZKMF99LeSVxZ5S7\nev4L/lrpfkL/W+ATgAU+F35o4oJszlMSF6mShF+JZ9Wd7oxyV8+EtbbP//xyive0vw18CFgbemTS\n8DzPI5cvkNI9cZGqCP4gViXujnJJvPTKeiFwN4A/p1tkzvKF4q9SQpW4SFVMDGwr6DLtinKj039v\njLkG2AOcDPwCwBjTjlZWkyrQuuki1ZXQwDbnlLt6vgdoAy4G/ou1NthL/ALghnDDEhfkJrYhVRIX\nqYZgYJuSuDvKTTHrA957lOd/aowZDzUqcUKwvrPmiYtUR/BeymtgmzMqXnbVGLMCeJv/Lw6sCSck\nccVEd7oqcZGqmFzsRZW4K8omcWNMiuIuY++guLVoCni5tfb+eYhNGlxwodHANpHq0Ipt7pn26mmM\nuRZ4mmLlfQOwEjikBC7VElxoVImLVMdEd3pBlbgrylXiV1Fc9/xT1tp7APzdxkSqIqjEk0ndExep\nhoQqceeUS+IrKC6z+lljTCfwjWMcLzIjkwPbVImLVIPWTnfPtFdPa22ftfaL1trzgNcBC4GMMeau\nYCcykbnQwDaR6ppcsU2VuCsqunpaazdaa98H9ACfpzjYTWROgi6/hKaYiVRFIq5K3DUz6h631o4D\n3/H/icyJKnGR6tKyq+7R1VMiMzmwTb+GItWge+Lu0dVTIjORxFWJi1SFdjFzj66eEpmJe+Jx3RMX\nqQZNMXOPkrhEZnIrUiVxkWpQd7p7lMQlMkGXX7DzkojMzeQuZqrEXaGrp0QmqMTj6k4XqQrtJ+4e\nJXGJzER3upK4SFUE7yUNbHOHkrhERvfERaorFouRTMQ0T9whSuISmaBaSOieuEjVJBNxdac7RFdP\niYy600WqL5mIa+10hyiJS2TUnS5SfYlETJW4Q5TEJTJBtaApZiLVk4zHNcXMIbp6SmTyheCeuCpx\nkWopDmxTJe4KJXGJjLrTRaovoXviTlESl8jktXa6SNXFY7GJP5Cl8SmJS2Qmu9P1ayhSLYlEbOK9\nJY1PV0+JjLrTRaovGY9RUCXuDCVxiYy600WqLx6P6Z64Q5TEJTKTi73o11CkWhLxGB5Q8JTIXaCr\np0QmpylmIlU3uQmKkrgLlMQlMhPd6bonLlI1iUTxsq774m5QEpfIFLR2ukjVxWN+Ja4R6k5QEpfI\n5Ase8ViMWExJXKRagp4tzRV3g5K4RCZfKKgrXaTKJu6JK4k7QUlcIpPPe+pKF6my4D2le+JuUBKX\nyOQLSuIi1Rb331M5JXEnKIlLZHIFb2IkrYhUR7DugipxN+gKKpHJ5wuqxEWqbHKeuEanu0BJXCKj\n7nSR6tPANrcoiUtk8upOF6m6uJK4U3QFlcjk8wWSqsRFqiqYtql74m5QEpfIqDtdpPrUne4WJXGJ\nTLE7XUlcpJqC0elK4m5QEpfI5PPexP07EamOyXviGp3uAiVxiYTneRQ8T3uJi1RZUiu2OUVXUIlE\nXjuYiYQirv3EnaIkLpGYSOK6Jy5SVRrY5hYlcYlEUCUk1Z0uUlVK4m5Jhv0NjDGXAdcCCeB6a+01\nU17/M+ADQAwYAP7CWrsx7LgkWsGgG3Wni1RXsICS7om7IdQyyBiTAL4AXAasA640xpw65bAngRdZ\na88A/hH4cpgxSW1Qd7pIOOKxYBczjU53QdiV+Hpgq7V2O4Ax5ibgtcCW4ABr7X0lxz8ArAw5JqkB\nQZWgKWYi1aUV29wS9g3JHmBHyeOd/nPTeSdwe6gRSU2YqMRjSuIi1aR74m4JuxKv+LfIGHMJ8A7g\n+cc6tru7fS4x1a1GanfWT94tLeljtquR2j0TardbqtXuBXsGAGiu4L1VC+ohxjBUq91hJ/FdwKqS\nx6soVuPPYIw5A/gKcJm1tu9YX7S3d6BqAdaL7u72hmr3gYNDAIyP58q2q9HaXSm12y3VbPfg4CgA\n/f2jNf+z1Pmu/PjphJ3EHwRONsasBnYDVwBXlh5gjDkO+C7wJmvt1pDjkRqhe+Ii4QhWQSx46k53\nQaj3xK21OeBq4A5gM/Ata+0WY8xVxpir/MM+AiwAvmSMedgY8+swY5LaENyvi+ueuEhVTdwTz2t0\nugtCnydurd0AbJjy3HUln78LeFfYcUhtCYoEJXGR6tLANrdouSyJhNZOFwlHXEncKUriEongfl1M\nv4EiVZXQLmZO0SVUIlFQJS4SiqAS18A2NyiJSyQKGtgmEorgPaXudDcoiUskgipBU8xEqit4T3ka\nnO4EJXGJhCpxkXCoO90tSuISCVXiIuEI3lLqTneDkrhEQou9iIRDlbhblMQlEsFWx6rERaor2BlQ\nU8zcoCQukfA8TTETCYMqcbcoiUskJrvTIw5EpMHEVIk7RUlcIqGBbSLh0IptblESl0hoiplIOCa7\n0yMOROaFkrhEQvuJi4QjeEupEneDkrhEIq/udJFQaGCbW5TEJRKeutNFQhHXwDanKIlLJILri6aY\niVSXKnG3KIlLJIIpZjFV4iJVFdfodKcoiUsktJ+4SDjUne4WJXGJxOQ88YgDEWlAiXhMU8wcoUuo\nRELzxEXCE4vFtIuZI5TEJRKaJy4SnnhcA9tcoSQukZjoTlclLlJ1iXhsYhqnNDYlcYmE1k4XCU88\nFptYUEkam5K4RCKv7nSR0MRiMY1Od4SSuETCKxQ/aoqZSPVpdLo7lMQlEnmNThcJTTweo1AoRB2G\nzAMlcYmE7omLhCceA+VwNyiJSyQm54lHHIhIA4rHY5pi5gglcYmEKnGR8MQ1sM0ZSuISCS32IhIe\nVeLuUBKXSGjZVZHwFAe2KYm7QElcIhFUCZpiJlJ98ZgqcVcoiUsktJ+4SHiK98SjjkLmg5K4RCLo\n6VMlLlJ9uifuDiVxiYQGtomEJx5H98QdoSQukdA8cZHwaIqZO5TEJRKaJy4SnkQ8hof2FHeBkrhE\nQlPMRMITDBhVNd74lMQlEqrERcITvK88VeINT0lcIqGBbSLhCWZ95FWJNzwlcYlEoeARQ93pImGI\nT3SnRxyIhE5JXCKR9zxV4SIhCf421sC2xqckLpEoFLRam0hYgu50DWxrfEriEomC52m1NpGQBL1c\nqsQbn5K4RKJQ8Ijrt08kFHFV4s7QZVQiUfA8DWoTCUlc88SdoSQukShW4kriImGYSOLqTm94SuIS\niXgsRiqpXz+RMKRSxfeWBo82vmTUAYibrnjJGnJ5VQkiYbj0vFWsWNTK4s5M1KFIyJTEJRLPOWFR\n1CGINKylC1tYurAl6jBkHqg/U0REpE6FWokbYy4DrgUSwPXW2muOcszngFcAw8DbrLUPhxmTiIhI\nowitEjfGJIAvAJcB64ArjTGnTjnmlcAaa+3JwLuBL4UVj4iISKMJszt9PbDVWrvdWpsFbgJeO+WY\ny4GvA1hrHwC6jDFLQ4xJRESkYYSZxHuAHSWPd/rPHeuYlSHGJCIi0jDCTOKVzh+aOpFR845EREQq\nEObAtl3AqpLHqyhW2uWOWek/V06su7t97tHVIbXbLWq3W9Rut1Sr3WFW4g8CJxtjVhtj0sAVwK1T\njrkVeAuAMea5wGFr7b4QYxI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LV7x5n/FhUMlw8ZVekgdwb6+sXkjB4FX0LWq6FxEJjTA23VeyTe1OY8wdwOdw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\ne4VixbPGa4ay1wJmEr0qehG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- "text": [ - "" - ] - } - ], - "prompt_number": 86 - }, + "output_type": "execute_result" + } + ], + "source": [ + "pvlib.pvsystem.systemdef(tmy2_metadata, 0, 0, .1, 5, 5)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Angle of Incidence Modifiers" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "reload(pvsystem)" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 6, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 90, - "text": [ - "" - ] - } - ], - "prompt_number": 90 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "physicaliam = pvsystem.physicaliam(4, 0.002, 1.526, thetas)\n", - "physicaliam.plot()\n", - "plt.ylabel('physical modifier')\n", - "plt.xlabel('input index')\n", - "\n", - "plt.figure()\n", - "plt.plot(thetas, physicaliam)\n", - "plt.ylabel('physical modifier')\n", - "plt.xlabel('input angle (deg)')" - ], - "language": "python", + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAe8AAAFkCAYAAAAJ/rPWAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3XmcXHWd7//Xqaqu3rvTSTorJIQEPmFHdlkEUWBA8aI4\n", + "Kg+cueIgo+P13ll+48Of9zeOjvMb5zcOrjMuw+B2udcZFRl1UGCUdQIoewTlGxISQkKWTtLpfavl\n", + "98c5p7touju9VNWpqvN+Ph55pLuqu/pzuqvOu77L+X69fD6PiIiIVI9E1AWIiIjI3Ci8RUREqozC\n", + "W0REpMoovEVERKqMwltERKTKKLxFRESqTMnD28zONbP7prj9ajP7lZk9bGY3lroOERGRWlHS8Daz\n", + "jwK3APWTbq8DPgdcBlwM3GRmy0pZi4iISK0odct7K/AOwJt0+wnAVudcj3NuDPhP4A0lrkVERKQm\n", + "lDS8nXM/BDJT3NUG9BR83ge0l7IWERGRWpGK6Of2AK0Fn7cC3TN9QyaTzadSyZIWJVJJBobG2Hdo\n", + "kH2HBunqHuRQ7zDdfSMc6h3mcN8I3X3D9A6MMtcVjlNJj3Rdkvq6JPXpJHWpJMmERyL4l/QKPk54\n", + "JDyPPHmyuTy5nP9/Npcnl82Ty+fJ5nJksnlGRrOMjGYYGcuSyc592eWWxjoWtzewuLXB/7+tgY62\n", + 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WMyg/chyHU2dGWNJYRTRSyK9VRES8lmu+P3EmuFV9IRlpJ3CttfZb1tpvkt07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\n", - "text": [ - "" - ] - } - ], - "prompt_number": 91 - }, + "output_type": "display_data" + } + ], + "source": [ + "angles = np.linspace(-180,180,3601)\n", + "ashraeiam = pd.Series(pvsystem.ashraeiam(.05, angles), index=angles)\n", + "\n", + "ashraeiam.plot()\n", + "plt.ylabel('ASHRAE modifier')\n", + "plt.xlabel('input angle (deg)')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "plt.figure()\n", - "plt.plot(thetas, ashraeiam, label='ASHRAE')\n", - "plt.plot(thetas, physicaliam, label='physical')\n", - "plt.ylabel('modifier')\n", - "plt.xlabel('input angle (deg)')\n", - "plt.legend()" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 7, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 92, - "text": [ - "" - ] - }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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hhCiu7DDl1hPP52xnt5p4/0WLCUcTPLMj90lBpZFEX0SPvXIcgKvf0Z6zmk/p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\nJIo1vapQKnohhChfNZlizmANS0Wfw1y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keyword." - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 8, "metadata": {}, - "outputs": [ - { - "html": [ - "
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Advent_Solar_AS160___2006_Advent_Solar_Ventura_210___2008_Advent_Solar_Ventura_215___2009_Aleo_S03_160__2007__E__Aleo_S03_165__2007__E__Aleo_S16_165__2007__E__Aleo_S16_170__2007__E__Aleo_S16_175__2007__E__Aleo_S16_180__2007__E__Aleo_S16_185__2007__E__...Uni_Solar_US_64__1997__E__Uni_Solar_US_64__2005__E__Uni_Solar_USF_11__2003__E__Uni_Solar_USF_32__2003__E__Uni_Solar_USF_5__2003__E__Yingli_Solar_YL220_Module___2008_Yingli_Solar_YL220_Module__2008__E__Yingli_Solar_YL230_29b_Module___2009_Yingli_Solar_YL230_29b_Module__2009__E__Yingli_YL210__2008__E__
Vintage 2006 2008 2009 2007 (E) 2007 (E) 2007 (E) 2007 (E) 2007 (E) 2007 (E) 2007 (E)... 1997 (E) 2005 (E) 2003 (E) 2003 (E) 2003 (E) 2008 2008 (E) 2009 2009 (E) 2008 (E)
Area 1.312 1.646 1.646 1.28 1.28 1.378 1.378 1.378 1.378 1.378... 1.012 1.012 0.235 0.606 0.136 1.7 1.7 1.634 1.634 1.7
Material mc-Si mc-Si mc-Si c-Si c-Si mc-Si mc-Si mc-Si mc-Si mc-Si... 3-a-Si 3-a-Si 3-a-Si 3-a-Si 3-a-Si mc-Si mc-Si mc-Si mc-Si mc-Si
#Series 72 60 60 72 72 50 50 50 50 50... 11 11 11 11 11 60 60 60 60 60
#Parallel 1 1 1 1 1 1 1 1 1 1... 2 2 1 1 1 1 1 1 1 1
Isco 5.564 8.34 8.49 5.1 5.2 7.9 7.95 8.1 8.15 8.2... 5.1 4.8 0.78 2.4 0.37 8.163 8.1 8.222 8.4 7.8
Voco 42.832 35.31 35.92 43.5 43.6 30 30.1 30.2 30.3 30.5... 21.3 23.8 23.8 23.8 23.8 36.871 36.6 37.28 37 36
Impo 5.028 7.49 7.74 4.55 4.65 7.08 7.23 7.38 7.53 7.67... 4.1 3.88 0.62 1.94 0.3 7.388 7.4 7.727 7.8 7.2
Vmpo 32.41 27.61 27.92 35.6 35.8 23.3 23.5 23.7 23.9 24.1... 15.6 16.5 16.5 16.5 16.5 28.633 30 29.886 29.5 29.5
Aisc 0.000537 0.00077 0.00082 0.0003 0.0003 0.0008 0.0008 0.0008 0.0008 0.0008... 0.001 0.001 0.001 0.001 0.001 0.000436 0.000436 0.000746 0.000746 0.001
Aimp -0.000491 -0.00015 -0.00013 -0.00025 -0.00025 -0.0003 -0.0003 -0.0003 -0.0003 -0.0003... 0.001 0.001 0.001 0.001 0.001 -0.000176 -0.000176 0.000176 0.000176 -0.0002
C0 1.0233 0.937 1.015 0.99 0.99 0.99 0.99 0.99 0.99 0.99... 1.121 1.121 1.096 1.096 1.096 0.9877 0.9877 0.9993 0.9993 0.977
C1 -0.0233 0.063 -0.015 0.01 0.01 0.01 0.01 0.01 0.01 0.01... -0.121 -0.121 -0.096 -0.096 -0.096 0.0123 0.0123 0.0007 0.0007 0.023
Bvoco -0.1703 -0.133 -0.135 -0.152 -0.152 -0.11 -0.11 -0.11 -0.11 -0.11... -0.088 -0.088 -0.088 -0.088 -0.088 -0.1378 -0.1378 -0.1294 -0.1294 -0.133
Mbvoc 0 0 0 0 0 0 0 0 0 0... 0 0 0 0 0 0 0 0 0 0
Bvmpo -0.1731 -0.135 -0.136 -0.158 -0.158 -0.115 -0.115 -0.115 -0.115 -0.115... -0.051 -0.051 -0.051 -0.051 -0.051 -0.1421 -0.1421 -0.137 -0.137 -0.133
Mbvmp 0 0 0 0 0 0 0 0 0 0... 0 0 0 0 0 0 0 0 0 0
N 1.174 1.495 1.373 1.25 1.25 1.35 1.35 1.35 1.35 1.35... 3.51 3.51 3.77 3.77 3.77 1.442 1.442 1.263 1.263 1.384
C2 -0.76444 0.0182 0.0036 -0.15 -0.15 -0.12 -0.12 -0.12 -0.12 -0.12... -1.24058 -1.24058 -1.14162 -1.14162 -1.14162 -0.050321 -0.050321 -0.058706 -0.058706 -0.3872
C3 -15.5087 -10.758 -7.2509 -8.96 -8.96 -11.08 -11.08 -11.08 -11.08 -11.08... -3.91126 -3.91126 -2.89115 -2.89115 -2.89115 -8.81507 -8.81507 -8.35334 -8.35334 -9.5542
A0 0.9281 0.9067 0.9323 0.938 0.938 0.924 0.924 0.924 0.924 0.924... 1.047 1.047 1.047 1.047 1.047 0.9407 0.9219 0.9011 0.9219 0.9219
A1 0.06615 0.09573 0.06526 0.05422 0.05422 0.06749 0.06749 0.06749 0.06749 0.06749... 0.00082115 0.00082115 0.00082115 0.00082115 0.00082115 0.05086 0.0709 0.1021 0.0709 0.07089
A2 -0.01384 -0.0266 -0.01567 -0.009903 -0.009903 -0.012549 -0.012549 -0.012549 -0.012549 -0.012549... -0.0259 -0.0259 -0.0259 -0.0259 -0.0259 -0.008095 -0.0143 -0.02942 -0.0143 -0.01427
A3 0.001298 0.00343 0.00193 0.0007297 0.0007297 0.0010049 0.0010049 0.0010049 0.0010049 0.0010049... 0.0031736 0.0031736 0.0031736 0.0031736 0.0031736 0.0003498 0.0012 0.00397 0.0012 0.00117
A4 -4.6e-05 -0.0001794 -9.81e-05 -1.907e-05 -1.907e-05 -2.8797e-05 -2.8797e-05 -2.8797e-05 -2.8797e-05 -2.8797e-05... -0.00011026 -0.00011026 -0.00011026 -0.00011026 -0.00011026 8.85e-06 -3e-05 -0.0002105 -3e-05 -3.37e-05
B0 1 1 1 1 1 1 1 1 1 1... 1 1 1 1 1 1 1 1 1 1
B1 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438... -0.00502 -0.00502 -0.00502 -0.00502 -0.00502 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438
B2 0.0003103 0.00031 0.00031 0.0003103 0.0003103 0.0003103 0.0003103 0.0003103 0.0003103 0.0003103... 0.0005842 0.0005842 0.0005842 0.0005842 0.0005842 0.0003103 0.0003103 0.0003103 0.0003103 0.00031
B3 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05... -2.3e-05 -2.3e-05 -2.3e-05 -2.3e-05 -2.3e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05
B4 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07... 3.826e-07 3.826e-07 3.826e-07 3.826e-07 3.826e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07
B5 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09... -2.31e-09 -2.31e-09 -2.31e-09 -2.31e-09 -2.31e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09
DTC 3 3 3 3 3 3 3 3 3 3... 3 3 3 3 3 3 3 3 3 3
FD 1 1 1 1 1 1 1 1 1 1... 1 1 1 1 1 1 1 1 1 1
A -3.35 -3.45 -3.47 -3.56 -3.56 -3.56 -3.56 -3.56 -3.56 -3.56... -3.581 -3.581 -3.581 -3.581 -3.581 -3.303 -3.303 -3.348 -3.348 -3.54
B -0.1161 -0.077 -0.087 -0.075 -0.075 -0.075 -0.075 -0.075 -0.075 -0.075... -0.113 -0.113 -0.113 -0.113 -0.113 -0.1012 -0.1012 -0.09143 -0.09143 -0.072
C4 0.9974 0.972 0.989 0.995 0.995 0.995 0.995 0.995 0.995 0.995... 1.059 1.059 1.0515 1.0515 1.0515 0.9892 0.9892 0.995 0.995 0.985
C5 0.0026 0.028 0.012 0.005 0.005 0.005 0.005 0.005 0.005 0.005... -0.059 -0.059 -0.0515 -0.0515 -0.0515 0.0108 0.0108 0.005 0.005 0.015
IXO 5.54 8.25 8.49 5.04 5.14 7.8 7.85 8 8.05 8.1... 4.73 4.44 0.71 2.22 0.342 8.0491 8.29 8.1509 8.31 7.65
IXXO 3.56 5.2 5.45 3.16 3.25 4.92 5.08 5.18 5.39 5.54... 2.87 2.74 0.438 1.37 0.212 5.1339 5.1339 5.5099 5.57 5.06
C6 1.173 1.067 1.137 1.15 1.15 1.15 1.15 1.15 1.15 1.15... 1.159 1.159 1.13 1.13 1.13 1.1335 1.1335 1.1325 1.1325 1.113
C7 -0.173 -0.067 -0.137 -0.15 -0.15 -0.15 -0.15 -0.15 -0.15 -0.15... -0.159 -0.159 -0.13 -0.13 -0.13 -0.1335 -0.1335 -0.1325 -0.1325 -0.113
Notes Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9...... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9...
\n", - "

42 rows \u00d7 513 columns

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Advent_Solar_Ventura_210___2008_ \\\n", - "Vintage 2008 \n", - "Area 1.646 \n", - "Material mc-Si \n", - "#Series 60 \n", - "#Parallel 1 \n", - "Isco 8.34 \n", - "Voco 35.31 \n", - "Impo 7.49 \n", - "Vmpo 27.61 \n", - "Aisc 0.00077 \n", - "Aimp -0.00015 \n", - "C0 0.937 \n", - "C1 0.063 \n", - "Bvoco -0.133 \n", - "Mbvoc 0 \n", - "Bvmpo -0.135 \n", - "Mbvmp 0 \n", - "N 1.495 \n", - "C2 0.0182 \n", - "C3 -10.758 \n", - "A0 0.9067 \n", - "A1 0.09573 \n", - "A2 -0.0266 \n", - "A3 0.00343 \n", - "A4 -0.0001794 \n", - "B0 1 \n", - "B1 -0.002438 \n", - "B2 0.00031 \n", - "B3 -1.246e-05 \n", - "B4 2.112e-07 \n", - "B5 -1.359e-09 \n", - "DTC 3 \n", - "FD 1 \n", - "A -3.45 \n", - "B -0.077 \n", - "C4 0.972 \n", - "C5 0.028 \n", - "IXO 8.25 \n", - "IXXO 5.2 \n", - "C6 1.067 \n", - "C7 -0.067 \n", - "Notes Source: Sandia National Laboratories Updated 9... \n", - "\n", - " Advent_Solar_Ventura_215___2009_ \\\n", - "Vintage 2009 \n", - "Area 1.646 \n", - "Material mc-Si \n", - "#Series 60 \n", - "#Parallel 1 \n", - "Isco 8.49 \n", - "Voco 35.92 \n", - "Impo 7.74 \n", - "Vmpo 27.92 \n", - "Aisc 0.00082 \n", - "Aimp -0.00013 \n", - "C0 1.015 \n", - "C1 -0.015 \n", - "Bvoco -0.135 \n", - "Mbvoc 0 \n", - "Bvmpo -0.136 \n", - "Mbvmp 0 \n", - "N 1.373 \n", - "C2 0.0036 \n", - "C3 -7.2509 \n", - "A0 0.9323 \n", - "A1 0.06526 \n", - "A2 -0.01567 \n", - "A3 0.00193 \n", - "A4 -9.81e-05 \n", - "B0 1 \n", - "B1 -0.002438 \n", - "B2 0.00031 \n", - "B3 -1.246e-05 \n", - "B4 2.112e-07 \n", - "B5 -1.359e-09 \n", - "DTC 3 \n", - "FD 1 \n", - "A -3.47 \n", - "B -0.087 \n", - "C4 0.989 \n", - "C5 0.012 \n", - "IXO 8.49 \n", - "IXXO 5.45 \n", - "C6 1.137 \n", - "C7 -0.137 \n", - "Notes Source: Sandia National Laboratories Updated 9... \n", - "\n", - " Aleo_S03_160__2007__E__ \\\n", - "Vintage 2007 (E) \n", - "Area 1.28 \n", - "Material c-Si \n", - "#Series 72 \n", - "#Parallel 1 \n", - "Isco 5.1 \n", - "Voco 43.5 \n", - "Impo 4.55 \n", - "Vmpo 35.6 \n", - "Aisc 0.0003 \n", - "Aimp -0.00025 \n", 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temperature. The ``sapm_celltemp`` function uses plane of array irradiance, ambient temperature, wind speed, and module and racking type to calculate cell and module temperatures. From King et. al. (2004):\n", + "\n", + "$$T_m = E e^{a+b*WS} + T_a$$\n", + "\n", + "$$T_c = T_m + \\frac{E}{E_0} \\Delta T$$\n", + "\n", + "The $a$, $b$, and $\\Delta T$ parameters depend on the module and racking type. The default parameter set is ``open_rack_cell_glassback``." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "reload(pvsystem)" - ], - "language": "python", + "data": { + "text/plain": [ + "{'tcell': 43.509190983665746, 'tmodule': 40.809190983665744}" + ] + }, + "execution_count": 9, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 129, - "text": [ - "" - ] - } - ], - "prompt_number": 129 - }, + "output_type": "execute_result" + } + ], + "source": [ + "pvsystem.sapm_celltemp(900, 5, 20)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "pvsystem.sapm_celltemp(900, 5, 20)" - ], - "language": "python", + "data": { + "text/plain": [ + "{'tcell': 43.509190983665746, 'tmodule': 40.809190983665744}" + ] + }, + "execution_count": 10, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 130, - "text": [ - "{'tcell': 43.509190983665746, 'tmodule': 40.809190983665744}" - ] - } - ], - "prompt_number": 130 - }, + "output_type": "execute_result" + } + ], + "source": [ + "pvsystem.sapm_celltemp(900, 5, 20, [-3.47, -.0594, 3])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Cell and module temperature as a function of wind speed." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "pvsystem.sapm_celltemp(900, 5, 20, [-3.47, -.0594, 3])" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 131, - "text": [ - "{'tcell': 43.509190983665746, 'tmodule': 40.809190983665744}" - ] - } - ], - "prompt_number": 131 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "wind = np.linspace(0,20,21)\n", - "temps = pd.DataFrame(pvsystem.sapm_celltemp(900, wind, 20), index=wind)\n", - "temps.head()\n", - "temps.plot()\n", - "plt.legend()\n", - "plt.xlabel('wind speed (m/s)')\n", - "plt.ylabel('temperature (deg C)')" - ], - "language": "python", + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFkCAYAAADbrrmOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4XNd19/vvzKASvfcO8pAECBDsvYkU1aluucg9jnxt\n", + "Jfa9Tq5LYsd2fJ33JnEc+03sxFGxXCRLVqUaRbH3DpIAyU2i9977YOa8fwxAUZRYAGIws4H1eR49\n", + "EmeIM4tenv3jOWefvS2maSKEEEIIPVk9XYAQQgghxk+CXAghhNCYBLkQQgihMQlyIYQQQmMS5EII\n", + "IYTGJMiFEEIIjfm4+wMMwzgJdI78sgz4JfAWcHHktV8ppV50dx1CCCHEVGRx53PkhmEEAAeVUguu\n", + "eO3LQKhS6mdu+2AhhBBimnB3kC8FfgtU4jr7/x7wWcAY+fUl4BtKqR63FSGEEEJMYe6+R94L/LNS\n", + 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v3jUNpdR9wylwmCTMh6mivYoX1MsUt5Xh7+XPlikbWZmwBKtlMJdLjNxIBhPT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\nIiKB+3+EVp6Q3MwkHQAAAABJRU5ErkJggg==\n", - "text": [ - "" - ] - } - ], - "prompt_number": 136 - }, + "output_type": "display_data" + } + ], + "source": [ + "wind = np.linspace(0,20,21)\n", + "temps = pd.DataFrame(pvsystem.sapm_celltemp(900, wind, 20), index=wind)\n", + "\n", + "temps.plot()\n", + "plt.legend()\n", + "plt.xlabel('wind speed (m/s)')\n", + "plt.ylabel('temperature (deg C)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Cell and module temperature as a function of ambient temperature." + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "atemp = np.linspace(-20,50,71)\n", - "temps = pd.DataFrame(pvsystem.sapm_celltemp(900, 2, atemp), index=atemp)\n", - "temps.head()\n", - "temps.plot()\n", - "plt.legend()\n", - "plt.xlabel('ambient temperature (deg C)')\n", - "plt.ylabel('temperature (deg C)')" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 12, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 139, - "text": [ - "" - ] - }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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H3Zr5PwKvAZVKqQLvNiuwE/ie2YUJIURfuFXfwaZ8Ox+WNREUGMCKmZ5IPSTY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\nRLKQinkD587XsvT1sKVeFwu4cWghc+8uonsSLfV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- "text": [ - "" - ] - } - ], - "prompt_number": 139 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "irrad = np.linspace(0,1000,101)\n", - "temps = pd.DataFrame(pvsystem.sapm_celltemp(irrad, 2, 20), index=irrad)\n", - "temps.head()\n", - "temps.plot()\n", - "plt.legend()\n", - "plt.xlabel('incident irradiance (W/m**2)')\n", - "plt.ylabel('temperature (deg C)')" - ], - "language": "python", + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFkCAYAAADbrrmOAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xl8lFd+5/tPlfYdoRUQQkJSHTCLWY0x+yIZzCZWYYO7\n", + "k9tZeuLOnUyWmaQzk0knd9Kdm2RuujuJJ69O77gxGBuxg4TYwew7mFPahSTQhvatVFXP/aPkmHYw\n", + "VAEPi+r3fr14oapSned3EPCr51unnmMxDAMhhBBCvJysz7sAIYQQQjw+aeRCCCHES0wauRBCCPES\n", + "k0YuhBBCvMSkkQshhBAvMWnkQgghxEss0KyBlVJW4N8AG+AGfhtwAT/rv30deE9rLZ9/E0IIIR6T\n", + "mWfkOUCE1nom8FfA3wD/AHxbaz0bsAArTDy+EEIIMeCZ2ci7gRillAWIARzAZK31sf7H9wELTTy+\n", + 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zTkzf2t/GBxVFfHzjEwwMcqOy2JhdQFrEBK8cX4wMd7qi3zn4+2xgDq4regvw\nPPDxPRzjL4DLQPjg428AxVrrV5RSXx98/I17KVoIIYZSb7+drR9WsO8TV0w/U8Xx7LIcYiO9E9P3\n2nrZU32Ag7VHsTvtJIcmsjG7gMkxSkbSi99x20avtf4lwOBtdYu01n2Dj/8T2OfOzpVSKbg+1/8u\n8JeDm9cDiwe/fhXXlLrS6IUQw55hGBy/dIO3DpTT2WMlITqYF/JyeSjTOxG5zWHjUN0x9lTtp9fe\nR3RgFOsyVzI7cYYsOiNuy53P6McB1pseWwe3uePHwF8DETdtS9BaNwx+3YBrvXshhBjWahu72Vyk\nKantIMDPh8cXZbJqjndieqfh5OMbn/BBRRFtA+0E+wWzMauAJSkL8Pf1N/34YmRzp9EfAHYqpV7F\nFd2/OLjtjpRSa4FGrfUZpdSSWz1Ha20opQx3Co2LC7/7k8QDkXNsPjnH3uHJ89zbb+O1PZodRypw\nOg0enZrEl9c/RHxMiMeOcTuGYXD2xiW2nNtKTUcd/j5+rJ+Yx8ZJKwkLCDX9+HciP8sjhzuN/qvA\nHwFPDj7+APiZG6+bD6xXShUAQbjuw/810KCUStRa31BKJeHmwjhNTV3uPE3cp7i4cDnHJpNz7B2e\nOs+GYXDicgNv7i+jo8dKfFQwz+fl8nBWLDgcpv9dVndeY2tZISXt5ViwMDdxJmsz84kJiqavw0kf\nQ/ezJD/L5vPkGyl37qO3Av9n8JfbtNbfAr4FoJRaDPyV1vpFpdQrwO8B3x/8feu9Fi2EEGaqa+pm\nS3EJV2va8ffzYeNjGayem4q/n/kzyjX1trCjYjenG88BMDlWsTGrgPFhSaYfW4xOd7q97uvA/9Va\n99zm+6HAn2qtX3HzWJ9G9P8CvKWU+hKDt9e5X64QQpinb8DO9qOV7D1Vi8NpMCNnHM8uzyEuKtj0\nY3dZu9ldtY8P6z7CYThIDU/h8ewCcqOzTT+2GN3udEXfDZxTSn0MHAfqcH1GPx6Yh+uWux+7cxCt\n9SHg0ODXrcCKB6hZCCE8yjAMPr7SyJv7S2nvthIXFcTzK3KZlu3uuOP7N+Cwsr/mQ/bWHKTfMcC4\noBjWZ61iRvzDMpJeeMSdbq/7N6XUz4F1wDJg1eC3qnDNf/9FrfWA6RUKIYSJ6pp72FKkP4vpNyzM\noGCe+TG9w+ngeP1JCiuL6bB2EeYfylOZq1g4fi5+Pm5NWiqEW+740zT4+fy7g7+EEGLU6Lfa2X60\niuKT13D3xWbtAAAgAElEQVQ4DaZlxfJcXi7xJsf0hmFwvvkS28p309DbSICPP6vSl7MidTHBft6b\nF1+MHfK2UQgxphiGwcmrjby5v4y2rgHGRbpi+uk55sf05e1VbC3fSUVHNT4WHxYmz6UgI4/IwIi7\nv1iI+ySNXggxZtS39LCluITLVW34+fqwfkE6BfPSCPA3N6a/0dPAtvLdnG++BMC0uIdYn7mKxNB4\nU48rBEijF0KMAf1WOzuOVVH0sSumfzgrludX5BAfbe6kN+0DHRRWFnPs+kkMDDIj03k8u4DMyHRT\njyvEzdxu9EqpOK11k5nFCCGEJxmGwWndxOv7SmnrGiA2IojnV+QwPWecqYu/9Nn72Vt9kP3XPsTq\ntJEQEs+GrFU8PG6KLDojvO6ujV4pNRd4C/AFUpRSs4E/1Fp/xezihBDiftW39PBacQmXqtrw87Ww\ndn46ax5NI9DEmN7utHOk7gS7qvbSbeshMiCcJzPWMy9pFr4+5k+2I8StuHNF/2NcK9BtBtBanxyc\n914IIYad/gE77x4qZ/eJGhxOg4cyYnghL5cEE+emdxpOzjSeZ3v5bpr7WwnyDWRd5kqWTniMQN8A\n044rhDvcafQBWutLSqmbt1lv92QhhBgKhmHwSUkzbx0so6mtj5iIQJ5bnsMjuXGmxuUlbWW8X1ZI\nTVctvhZflqQsYFX6csIDwkw7phD3wp1G36+U+mx2faXUZKDPvJKEEOLeNLT2smVvCRcrWvHztbDm\n0TTWPppOYIB5cXlddz1bywq53KoBmBk/jXWZq4gL8c7a9EK4y51G/8/AHiB5MLJfBWwytSohhHDD\ngM3BzuNV7D5Rg91hMCU9mj97ZgaBJo53a+1v44OKIj6+8QkGBrnR2WzMWk1axATzDirEA3Cn0R/D\ntQb9ysHH/6i1LjOvJCGEuDPDMDhT2szre0tp6ewnOtwV089UccTHm7OEaq+tl93V+zlUewy70874\nsCQ2ZBUwOSZXRtKLYe2OjV4p5QMc11pPAv7dOyUJIcTtNbT18lpxKRcqWvD1sVAwL42189MICjBn\nWhCbw8bB2qPsqT5An72P6MAo1mWuZHbiDFl0RowId5vr3qmUqlFKxQyuOieEEENiwOag8Hg1u05U\nY3cYTE6P5oW8XJJiQ005ntNw8vGNT/igooi2gXZC/IJ5PHsNi8fPx9/X35RjCmEGd94CdwJnlFI7\ngU/Xpje01n9jXllCCPEbZ0ubeW1vCc0drpj+2eU5zFLmjKY3DIPLrZqtZYVc77mBn48fealLyE9b\nQoi/uTPpCWEGdxr9pcFfAAauNekN0yoSQohBje19vF5cwrlyV0y/am4q6xekmxbTV3deY2tZISXt\n5ViwMDdxJmsz84kJijbleEJ4w13/tWitX/ZCHUII8Rmb3UHhRzXsPF6N3eFkYmoUL+Qrxo8zJ6Zv\n6m1hR8VuTjeeA2BK7EQ2ZK1mfFiSKccTwpvcmQL3X7nFlbxE90IIM5wrc8X0Te39RIUF8OzyHGZP\njDclpu+ydrOrah9H6j7CYThIC5/AxuwCcqOzPH4sIYaKO/lXD79p8MHAWuCkaRUJIcakpvY+Xt9b\nytmyZnx9LKycM4H1CzIIDvR8TD/gsLK/5jB7aw7R7xhgXHAs6zNX8Uj8w3KrnBh17jm6V0p9F3jX\nrIKEEGOLze5g1wlXTG+zO1ETotiUn8v4OM9PIetwOjhWf5LCymI6rV2E+YfydNZqFiTPwc9HVu0W\no9P9/GR3A6meLkQIMfacL2/hteISGtv7iAwN4JnV2cydnODxq2rDMDjXfInt5bto6G0iwMef1enL\nWZG6mCC/II8eS4jhxt3P6D/lA8wELptWkRBi1Gtu7+P1faWcKW3Gx2Ihf/YENiw0J6Yvb69ia/lO\nKjqq8bH4sDB5LgUZeUQGRnj8WEIMR/f6Gb0d+CnwnmkVCSFGLZvdye6Pa9h5rAqr3UluSiSb8hUp\n8Z6P6W/0NLC1fBcXml3XJdPiHmJD5ioSQuM9fiwhhjN3Gv2HWut9N29QSi0D9ptTkhBiNLpY0cKW\n4hIa2vqICPHnpVWKR6ckejymb+1rZ8uV9zlefxIDg8zIdB7PLiAzMt2jxxFipHCn0f8AmPG5bT+8\nxTYhhPgdLR39vLGvlNMlTVgssGJWChsXZhIS5NmYvs/eR3H1IQ7UfojVYSMhJJ4NWat5eNxkGUkv\nxrTb/ktTSuUAuUCEUqqA39xHH4XrNjshhLgtm91J0ckadhyrwmpzkp0Syaa8XFITwj16HLvTzod1\nH7Grai89tl6igyN5Mm0F8xJn4etj3nr0QowUd3pLvQD4fSAe+OubtncCXzOxJiHECHexsoUtxaU0\ntPYSEeLPi/mK+Q95NqZ3Gk4+aTzP9vLdtPS3EuQbxLrMVTw9YzWdbQMeO44QI91tG73W+pfAL5VS\nX9Ra/8J7JQkhRqrWTldMf0q7YvrlM1N4/LEMQoI8u9qbbi1ja/lOarrq8LX4sjRlIavSlxMWEEqg\nXwAgjV6IT7kzYc4vlFKRgAKCbtp+2MzChBAjh93hpOjkNbYfrcRqc5I1PoIX85XHY/rarutsLS/k\nSmsJALMSprMucyXjgmM9ehwhRhN37qN/BteAvBigFsgGzgGPmFuaEGIkuFzVypbiEupbegkP8eeF\nvFwWTE3Cx4MxfUtfGx9U7uHkjTMYGKjobDZmFZAakeKxYwgxWrkz7PVvgVnAbq31DKVUHvCUuWUJ\nIYa7tq4B3thXysmrjVgssOyR8Ty+KJNQD8b0PbZe9lTt51DtUeyGg/FhSWzMKmBSTK6MpBfCTe40\nervWukEp5QegtS5WSr1icl1CiGHK7nBSfOoa249UMWBzkJUcwaZ8RVqi52J6q8PGodqj7Kk+QJ+9\nj+jAKNZlrmR24gx8LD4eO44QY4E7jb5fKeUDlCmlvgpUA+YsCi2EGNauVLexuUhT39JLWLA/z6/I\nYcHDnovpnYaTE/Wn+aCyiPaBDkL8gnk8ew2Lx8/H39ezA/qEGCvcafR/B0QAX8c1/W0k8CdmFiWE\nGF7augZ460AZJy43YAGWznDF9GHBnmm+hmFwqeUq28p3cb3nBn4+fuSlLiE/bQkh/iEeOYYQY9Ud\nG71SyhfI0VrvB9qB5V6pSggxLNgdTvadrmXrkUoGrA4yksLZlK/ISPLcgjBVnTVsLSuktL0CCxbm\nJc1ibUY+0UFRHjuGEGPZHRu91tqhlPoK8J/3s3OlVBBwCAgEAoBtWutvKqVeBr4MNA0+9Zta6933\ncwwhhDl0TRubi0qoa+4hNMiPZ1cpHpuW7LGYvrG3me0VuznTeB6Ah2InsiGrgOSwRI/sXwjh4k50\nv18p9ZTW+u173bnWul8ptVRr3Ts4mO+IUmohrql0f6S1/tG97lMIYa72bldM/9ElV0y/eHoyX1ic\n5bGYvsvaTWHlXo5c/win4SQtfAKPZxeQE53lkf0LIX6bO43+i8DXlFKv4lqyFsDQWru11qPWunfw\nywDAF2gbfCz3xggxjDicTvadrmPrhxX0Wx2kJ7pi+sxkz8T0/fYB9l87zN6aQww4rIwLjmVD1mpm\nxE2VW+WEMJE7jX7WgxxgcMT+J0AW8FOt9SWl1JPAV5VSLwGngK9prdsf5DhCiPuna9rYUlxCbZMr\npn9ppWLRtGR8fB68ATucDo7Vf8zOymK6rN2E+YeyIauAhclzZdEZIbzAYhjGXZ+klIoAsrXWn9zv\ngQan0d0DfAO4zG8+n/9HIElr/aU7vPzuRQoh7llbZz///cElDp6uBSB/bhovFUwiMizwgfdtGAYf\n153ltfNbqe9qJNAvkHVqOetUHsH+QXffgRBjm8diLnemwC3ANRjPCaQppWYD39Zar7uXA2mtO5RS\nO4FZWuuDN+3//wd23O31TU1d93I4cY/i4sLlHJtsOJ1jh9PJ/k9cMX3fgIO0hHA2rcwlKzkSa5+V\npj7rA+2/rL2SrWWFVHZW42Px4bHxj7I6fQWRgeF0t9voxuahP8nvGk7nebSSc2y+uDjPTUDlTnT/\nD8AcoBBAa31SKeXWqBml1DhcM+u1K6WCgTzgO0qpRK31jcGnPQ5cuPfShRD3o7S2nV/vKaG2qZuQ\nQD9ezM9l8fTxHonp63sa2Fa+iwvNlwGYHjeV9ZkrSQh1a0iPEMIE7jR6tNb1SqmbN7n7dj8JeHXw\nc3of4Nda631KqV8ppabjiuQrgT+6h5qFEPeho8fKOwfKOHrR9R574cNJPLk4i4jQgAfed/tABzsr\nijlefxIDg6zIdDZmryEzMu2B9y2EeDDuNPpOpdRnN7YqpZbwm5Hzd6S1vsAtVrnTWr/kboFCiAfj\ncDo5eOY67x2uoG/ATmp8GJtWKrLHRz7wvvvsfRRVH+TAtSPYnDYSQ+LZkLWaqeMmy0h6IYYJdxr9\nN3HF9ulKqUNADrDe1KqEEB5RVtfB5j2amsZuggP9eCEvl6UzHjymtzntfFh3nN1V++ix9RIZEMGa\nzPXMS5wlI+mFGGbu2ui11ieUUsuA+YObjmut3bqiF0IMjc4eK+8cLOfIhXoAFkxN5Kkl2Q8c0zsN\nJ580nGN7xR5a+lsJ8g1ifeYqlk5YSIDvg38EIITwPLc+ox98ni+uz9Tl7boQw5TTaXDwbB3vHaqg\nd8DOhPgwNuXnkpPy4PPGX20tZWt5Ide66vC1+LJ0wkJWpS0nLEAWsxRiOHPn9rongJ/hmvQG4BdK\nqa9ord83tTIhxD0pr+tgc1EJ1Q1dBAf68vyKHJY+Mh5fnwdbv/1a13W2lRdypbUEgFkJ01mXuZJx\nwbGeKFsIYTJ3ruj/GZivtS4BUErl4LrvXRq9EMNAV6+Vdw+Vc/icK6Z/dEoiTy/NeuBJb1r62thR\nsYdTDWcwMJgYncOG7NWkhqd4omwhhJe40+j7Pm3yAFrrUqVU751eIIQwn9NpcPjcdd49VE5Pv53x\ncaFsystFpUY/0H67bT3sqdrP4dpj2A0HKWHJbMwqYFJsrocqF0J4kzuNfptS6u+A/8I1Jd8Xga1K\nqRD4rUVrhBBeUlnfya/3aKpudBEU4Muzy3NYPvPBYnqrw8bB2iMUVR+gz95PTFA06zJXMithOj6W\nB4v/hRBDx51G/+3B3//hc9tfRgbnCeFV3X02V0x/9joGMG9KAk8vzSbqAWJ6p+HkRP1pPqgson2g\ng1C/EJ7IXsuilPn4+7g7XlcIMVy5c3udvJUXYog5DYMPz13nnYODMf24UDblP1hMbxgGl1qusq18\nF9d7buDv40de6hLy05YS4h/sweqFEEPJ7bfrSqmAm58vkb0Q3lFZ38nmohIq6zsJDPDlmWXZLJ+Z\ngp/v/b8Hr+qsYWtZIaXtFViw8GjSbNZk5BEd9OC34Qkhhhd3bq97EvgxMP6mzRLZC2Gy7j4b7x2u\n4NCZOldMPzmBp5ZmEx1+/zF9Y28z2yt2c6bxPAAPxU5iQ9ZqksMS7/JKIcRI5c4V/b8CTwCfaK0d\nJtcjxJjnNAyOnK/nnYPldPfZSIoNYVO+YlLa/cf0ndYudlXu48j1j3AaTtIiJvB4VgE50W4tRCmE\nGMHcafT1WuuTplcihKD6Rhe/LtJUXHfF9E8vzWbFrPuP6fvtA+y/dpi9NYcYcFiJC45lfdZqZsRN\nlUVnhBgj3Gn0/66U+ifgPaD/041a68umVSXEGNPTb+P9wxUcOFOHYcCcSfE8syznvmN6h9PB0esf\nU1hVTJe1mzD/UDZkFbAwea4sOiPEGONOo08E/hJ4Cbg5us8wpSIhxhCnYXD0gium7+p1xfQv5OUy\nOT3mvvZnGAZnmy6yvWIXjb3NBPgGUJC+guWpiwjyC/Jw9UKIkcCdRv/nQJbWut7sYoQYS6pvdLG5\nWFNe10mgvy9PLc0ib9aE+47py9or2Vq2k8rOGnwsPjw2/lFWp68gMjDcw5ULIUYSdxp9tTR5ITyn\nt9/G+4cr2X+mFsOAWRPjeXZZNjER93fFXd/TwLbyQi40XwFgetxU1metIiEkzpNlCyFGKHca/Qml\n1OvA27g+o7cAhta60NTKhBhlnM5PR9OX0dlrIyEmhE15uUzJuL+Yvn2gg50VRRyvP4WBQVZkBo9n\nF5ARmebhyoUQI5k7jX4Wrvvmv/q57dLohXBTTUMX//rGWa5UtRLg78MXFmeSPzsVf797j+n77H0U\nVR/kwLUj2Jw2EkMT2Ji1modiJ8lIeiHE73BnCtwlXqhDiFGpt9/O1g8r2PeJK6afqeJ4dlkOsZH3\nHtPbnHY+rDvO7qp99Nh6iQqMZE1GPvOSZsqiM0KI23JnZjwf4A+AHK3115VS6UCy1vqY2cUJMVIZ\nhsHxSzd460A5nT1WEqKD+ZMnpzMh9t7nkHcaTk43nGNHxW5a+tsI8g1ifeYqlk5YSIBvgAnVCyFG\nE3ei+x8BCcAjwNeBbuAnwGwT6xJixKpt7GZzkaaktoMAPx8eX5TJqjmpJCdF0tTUdU/7utpaytby\nQq511eFn8WXZhMdYmb6MMP9Qk6oXQow27jT6pcAM4DSA1rpZKXX/k20LMUr1DdjZdqSSvadqcRoG\nj+TG8ezybMZF3vtV/LWu62wrL+RKawkAsxKmsy5zFeOC72/gnhBi7HKn0fdrrZ1KKeCzKF9G/Agx\nyDAMTlxu4M39ZXT0WImPCub5vFwezoq953219LWyo2IPJxvOADAxOocN2atJDU/xdNlCiDHCnUZ/\nQSm1CfAZ/Hz+m8CHplYlxAhR19TN5qIS9LV2/P18ePyxDFbNTcXf796mme229bCnaj+Ha49hNxyk\nhCWzMbuASTG5JlUuhBgr3Gn0f4nrc/ok4GNgO/A1M4sSYrj7fEw/PXscz63IIS7q3mJ6q8PGwWtH\nKKo5QJ+9n5igaNZlrmRWwnQZSS+E8Ah3Gj1a6y/f/FgpFWFOOUIMb4ZhcOLKYEzfbSUuKojnV+Qy\nLXvcPe3HaTj5qP40OyuLaB/oINQvhC9kr+WxlPn4+7j1z1IIIdzizv8oh3ANxrvZQVyj8IUYM+qa\ne9hSpLla046frw/rF6RTMC+NAH/3Y3rDMLjYcoWt5bu40dOAv48f+WlLyUtdQoj/vQ/aE0KIu7lt\no1dK+QMBuD6bD7npW1FAyK1fJcTo0zdgZ8fRKopPXcPhNJiWFctzebnE32NMX9pSyS/OvE1ZeyUW\nLMxPmk1BRh7RQVEmVS6EEHe+ov9b4NuDX3fftL0L+KFpFQkxTBiGwcmrjby5v4y2rgHGRbpi+uk5\n9xbTN/Y2sb18N2eaLgAwddwk1meuJjks0YyyhRDit9y20WutXwZeVkr9m9b6T71XkhBDr76lh81F\nJVypbrvvmL7T2sWuyr0cuX4Cp+EkJyadtemryY7KMLFyIYT4be7MdS9NXowZ/VY7O45VUfSxK6af\nmhnL83k5JES7/2lVv32AfdcOs6/mEAMOK/HB41iftZq8yY/S3Nx99x0IIYQHyfBeIXDF9Kd1E6/v\nK6Wta4DYiCCeX5HD9Jxxbq8I53A6OHr9BIWVe+mydRPuH8bGrDUsSJ6Dr4+vrCwnhBgS0ujFmFff\n0sNrxSVcqmrDz9fC2vnprHk0jUA3Y3rDMDjTdIEd5btp7GsmwDeAgvQVLE9dRJDfva9SJ4QQnmRa\no1dKBeG6NS8Q1+j9bVrrbyqlYoA3gTSgCnhaa91uVh1C3M6A1cEHx6vYfaIGh9PgoYwYXsjLJSHG\n/Zi+tK2CreWFVHXW4GPxYdH4R1mdsYKIgHDzChdCiHtgWqPXWvcrpZZqrXuVUn7AEaXUQmA9UKy1\nfkUp9XXgG4O/hPCKT2P6N/aX0to5QGxEIM8uz+WRXPdj+uvdN9hWvouLLVcAmBE3lfVZq4gPiTOz\ndCGEuGemRvda697BLwMAX6ANV6NfPLj9VVyT70ijF17R0NrLluISLla24utjYc2jaax9NJ3AAPdi\n+rb+dnZWFvNR/SkMDLKjMtiYtYaMyFSTKxdCiPtjaqMfXOnuEyAL+KnW+pJSKkFr3TD4lAZca90L\nYaoBm4Odx10xvd1hMGUwpk90M6bvtfVRXHOQA9c+xOa0kxSawIas1TwUO0kG2QkhhjWzr+idwHSl\nVCSwRym19HPfN5RShpk1iLHNMAzOljbz2t5SWjr7iQ4P5LnlOcxUcW41aJvTzod1x9lduY8eey9R\ngZGsychnXtJMWXRGCDEiWAzDO31WKfW/gD7gy8ASrfUNpVQScEBrPfEuL5c3A+Ke1Tf38LOtFzh1\npQE/XwsbF2fzzIpcggLv/v7WaTg5Wn2KNy5up6mnhRD/YDZOWklBzlIC/AK8UL0QYozzWFRo5qj7\ncYBda92ulAoG8oDv4Frm9veA7w/+vtWd/TU1dZlVqgDi4sJHzTm22hwUflRN4Uc12B1OJqdH80Je\nLkmxoXR19nG3P+WV1hK2lRVyrfs6fhZflk14jJXpywjzD6WjbQAYuK+6RtM5Hs7kPJtPzrH54uI8\nd+eOmdF9EvDq4Of0PsCvtdb7lFJngLeUUl9i8PY6E2sQY4wrpi+hucMV0z+zLJvZE+PdiumvddWx\ntayQq22lWLAwO+ER1mXmExsc44XKhRDCHGbeXneBWyxlq7VuBVaYdVwxNjW29fLa3lLOl7fg62Nh\n9dxU1i1IJyjg7j/izX2t7KjYzamGswBMjM5hY/YaJoQnm122EEKYTmbGEyPa52P6ialRbMpXJI8L\nvetru6097K7ex4e1x7EbDiaEJbMxew0TY3K8ULkQQniHNHoxYp0rc8X0Te39RIYF8OyyHOZMuntM\nb3VYOXDtCEXVB+l39BMbFM26zFXMTJgmI+mFEKOONHox4jS19/H63lLOljXjY7Gwcs4E1i/IIPgu\no+kdTgcnbpzmg4oiOqydhPqH8IWMtTyWMh9/H/mnIIQYneR/NzFi2OwOdp2oYefxamx2J2pCFC/k\n55ISF3bH1xmGwcWWK2wt38WNngb8ffzJT1tKftoSgv2CvVS9EEIMDWn0YkQ4X97Ca8UlNLb3ERka\nwDOrs5k7OeGuMX1lRzXvlxVS3lGJBQvzk2azJjOfqMBIL1UuhBBDSxq9GNaaO1wx/ZlSV0yfP3sC\nGxbePaZv6G1ie/luzjZdAGDquMlsyFpNUqjMuCyEGFuk0YthyWZ3svvjGnYeq8Jqd5KbEsmmfEVK\n/J1j+k5rF4WVezl6/QROw0lGRCobs9eQHZXhpcqFEGJ4kUYvhp2LFS1sKS6hoa2PiNAAfm9VNvOm\n3Dmm77cPsK/mEHuvHcbqsBIfMo4NmauZFveQLDojhBjTpNGLYaOlo5839pVyuqQJiwVWzEph48JM\nQoJu/2PqcDo4ev0EhZV76bJ1Ex4QxhPZa5ifNAdfH/eWnhVCiNFMGr0Ycja7k6KTNew46orps1Mi\n2ZSXS2rC7ed6NgyDM00X2FG+m8a+ZgJ9AyjIyGP5hEUE+QV6sXohhBjepNGLIXWpspXNxSU0tPYS\nEeLPiysV8x9KvGPcXtpWztbyXVR11uBj8WHR+PmszlhORIDnFoEQQojRQhq9GBKtna6Y/pR2xfTL\nH0nh8UUZhAT53/Y117tvsK28kIstVwGYETeV9VmriA+J81bZQggx4kijF15ldzgpOnmN7Ucrsdqc\nZI2PYFOeIi3x9lfjbf3tfFBZxIn60xgY5ERlsjG7gPSIVC9WLoQQI5M0euE1l6ta2VJcQn1LL+Eh\n/mzKU8yfmojPbWL6XlsfRdUHOFh7BJvTTnJoIhuyVjMldqKMpBdCCDdJoxema+3s5839ZZy82ojF\nAksfGc8TizIJvU1Mb3PaOVx7jD1V++mx9xIVGMnajHzmJs2URWeEEOIeSaMXprE7nBSfusb2I1UM\n2BxkJUewKf/2Mb3TcHKq4Sw7KvbQ2t9GsF8QG7MKWJyygADf2392L4QQ4vak0QtTXKlyjaavb+kl\nLNif51fksODhpNvG9FdaSthaXkht93X8LL4sn7CIlenLCPUP8XLlQggxukijFx7V1jXAm/tL+fhK\nIxZgyQxXTB8WfOsr8mtddWwtK+RqWykWLMxJfIS1GSuJDY72buFCCDFKSaMXHmF3ONl7qpZtRysZ\nsDrISIpgU34uGUkRt3x+c18rOyp2c6rhLACTYnLZmFVASniyN8sWQohRTxq9eGBXq9vYXFzC9eYe\nwoL9eXZVNo9NS75lTN9t7WF31T4O1x3HYTiYED6ejVkFTIzJGYLKhRBi9JNGL+5be/cAb+0v46PL\nDViAxdOT+cLirFvG9FaHlf3XjlBcfZB+Rz+xQTGs/3/t3Xl8VGWa6PFfqir7QojsCQSSwKOgIKCg\noIBBdgTU1tZpWrtnuu/M7b4zzkx/ZrHvZ3pmeu5Mz0wv4/W209Pa9iZKS6uDC6CEJQIqKLIq8IRs\nQIBA2LKQhSR17h/nRIsYAoEUleX5fj5+rDrn1Kmnngr11Puet943aw4TBo6zkfTGGBNGVuhNhzUH\ng6zfXsbKLSXUX2hm+KBkvjpH2uymbw42s7V8O6uK86i8UEVidAJfylrEXel3EO2zPz9jjAk3+6Q1\nHVJw5BzL1iplFedJjAvw2Bxh2rgh+HwXd9M7jsPeU/t4vWgN5bUnifZFMyczl1mZ04kPxEcoemOM\n6X2s0JsrUlnTwIqNRXzwaTkA08YN5sHp2SQnxHzh2OLKQ6wsXEVRZSlRRDFl8CQWZM0iNbbP9Q7b\nGGN6PSv0pl3NwSAbdhxl5eZi6hqayRyYzNLZo8hO/2LRPlFbwRtFa9hV8QkAt/QbzeLseQxOHHi9\nwzbGGOOxQm8u6WDZOV54p4CyihoSYgMsnT2KGbemf6GbvrKhmtWlebx/7EOCTpARKZksyZlPTuqI\nCEVujDGmhRV68wWV5y/wysZC3vvE7aa/a+xgvjQjm5RW3fT1TfWsO7yJ9Uc2caH5AgMT+rMoex7j\n+o2xRWeMMaaLsEJvPtMcDJK/8xivbSqmrqGJYQOTWDpbyGnVTd8cbGbLsW2sKVlHdWMNKTHJPJCz\nkLLDhKkAABb7SURBVCmDb8fv80coemOMMW2xQm8A2F9yhp+u2MnhkzXExwb4yqxR3DP+4m56x3HY\ncXIPbxa/TUXdaWL9MSwYMYvcodOIC8RGMHpjjDGXYoW+l6s6f4FX8ovYsvc4AFNvGcRDM3JISby4\nm77gbBErC1dzqPoIvigf0zOmMG/4vSTHJEUibGOMMVfICn0vFQw65O86ymvvFlPb0MTwwSk8kpvD\nqKGpFx13tOY4rxet4dPTBwCYMGAs92XNZUBCv0iEbYwxpoOs0PdCRUcrWba2gEMnqomP9fPovSP5\n8uwbOXPm/GfHnK0/x1vFa9lW/jEODiNTs7g/ZwGZKUMjGLkxxpiOskLfi1TVXuDV/CI273G76afc\nPIiHZmTTJykWv9+db762sY61hzaSX7aFxmATQxIHsTh7HmNuuNFG0htjTDdkhb4XCAYd3t19jNfe\nLeJ8fRMZ/RNZOlsu6qa/0NzIusPv8k7pBmqb6kiN7cPCrDlMHjTBFp0xxphuzAp9D1dyvIoX3lFK\ny6uJi/Hz6MyR5E5Mx+9zi3fQCfJR+U5Wb83jVO0Z4gNxLMmez/SMqcT4v7gKnTHGmO4lrIVeRIYC\nvwUGAA7wrKo+LSL/AHwDqPAOfVJV3w5nLL1NTV0jr75bxKZdx3CAO8YM5OF7ckhNcn8G5zgO+88U\nsLJoNUdrjhPtCzBz2DTmZOaSGJ0Q2eCNMcZ0mnC36BuBv1DVXSKSBHwsInm4Rf8nqvqTMD9/rxN0\nHDbvPsYr+W43fXq/RJbOHoUM6/vZMYery1hZuBo9W0gUUUwaNIHHb3sAar+4QI0xxpjuLayFXlXL\ngXLvdo2I7AfSvd02squTlRyvYtnaAkqOVxEb4+eR3BxyJ2YQ8Abanao7zZvF77D9xC4AbkobxZLs\n+WQkD6F/YjIVtdWRDN8YY0wYXLdr9CIyHBgPbAWmAn8qIo8B24HvqOq56xVLT1NT18hrm4p5d+dR\nHGDyaLebvm+y201ffaGGt0vXs/noVpqdZoYmp7Mkez43po2MbODGGGPC7roUeq/b/hXgCa9l/zPg\n+97ufwJ+DPzR9YilJwk6Dlv2HOeV/CJq6hoZ0i+RpbNGcWOm203f0HyBjUc2k3con/rmBm6IS2NR\n9lwmDBhrI+mNMaaXiHIcJ6xPICLRwFvAGlV9qo39w4E3VfWWdk4T3iC7ocKyc/zXq3vQw2eJj/Xz\nyKwbWTQti4DfR3OwmfySD1jxyVucra8kOTaJB0fPY3b2NAJ++6GFMcZ0A512eTvco+6jgOeBfaFF\nXkQGq+px7+79wN7Lnauiwq4fA5yvd7vp83e43fSTbhrAl3NH0jc5ljOna9h7ah+vF62hvPYk0b5o\n5mbmcm/mDOIDcZw9U3fJ8/bvn2w5DjPL8fVheQ4/y3H49e+f3GnnCnfzbiqwFNgjIju9bd8FHhWR\nW3Fb6iXAH4c5jm4v6Di8t/c4v9/odtMPviGBpbNGcdPwNACKKw+xsnAVRZWl+KJ8TB0ymfkj7iU1\nts9lzmyMMaYnC/eo+y1AWxeD14TzeXuaQ+XVLMtTio5WERvt56EZ2cy6fSgBv48T50/yRvHb7Kr4\nBICx/cawOHsugxIHRjhqY4wxXYFdsO3Causb+e9NJWzYWYbjwG03DuCR3BzSUuKobKhi9cE83j/+\nEUEnyIiUTO7PWUB26vBIh22MMaYLsULfBQUdhw8+KWfFxkKqaxsZmOZ2048ZkUZ9Uz1vFb/D+sOb\nuBBsZEBCPxZnz2dcvzG26IwxxpgvsELfxRw+Uc2yvAIKyyqJifbx4PQsZt8+jChfkPyy91hTso6a\nxvOkxCTzwIj7mDL4dvw+f6TDNsYY00VZoe8iauubWLm5mPU73G76idKfR3JHkpYSy46Tu3mj+B1O\n1Z0m1h/DwhGzyR02jVi/TVlrjDGmfVboI8xxHD74tJwVG4uoOn+BgX3j+cqsUdycdQMFZwv5xfbV\nHK4uwxflY3rGVOYNn0lyTFKkwzbGGNNNWKGPoLKTNSxbqxSUVRIT8HH/tCzmThrGyfoTPLP7efad\nVgAmDhjHfVlz6Z9wQ4QjNsYY091YoY+AuoYmVm4uYf3HZQQdhwmj+vPIzBz8sQ0sL/g9H5bvwMFh\nZGoW9+csIDNlaKRDNsYY001Zob+OHMdh674TrNhQSOX5CwxIjecPZo0iZ1g8aw9tZGPZFpqCTQxJ\nHMSSnPmMThMbSW+MMeaaWKG/Tsoqali2toCCI+eIDvhYctcI7p00mPfLt/HCBxuobaqjb2wqC7Nm\nM2nQBFt0xhhjTKewQh9mdQ1NvPFeCXkfud3040f24+HcbErrD/AvHy3nbMM54gPxLMmez/SMqcT4\noyMdsjHGmB7ECn2YOI7Dtv0neHlDIZU1F+ifGse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- "text": [ - "" - ] - } - ], - "prompt_number": 140 - }, + "output_type": "display_data" + } + ], + "source": [ + "atemp = np.linspace(-20,50,71)\n", + "temps = pd.DataFrame(pvsystem.sapm_celltemp(900, 2, atemp), index=atemp)\n", + "\n", + "temps.plot()\n", + "plt.legend()\n", + "plt.xlabel('ambient temperature (deg C)')\n", + "plt.ylabel('temperature (deg C)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Cell and module temperature as a function of incident irradiance." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "markdown", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, "metadata": {}, - "source": [ - "Add more here comparing different models" - ] + "output_type": "execute_result" }, { - "cell_type": "heading", - "level": 3, + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAfcAAAFkCAYAAAA9h3LKAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + 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"plt.legend()\n", + "plt.xlabel('incident irradiance (W/m**2)')\n", + "plt.ylabel('temperature (deg C)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Cell and module temperature for different module and racking types." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "reload(pvsystem)" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 151, - "text": [ - "" - ] - } - ], - "prompt_number": 151 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "inverters = pvsystem.retrieve_sam('sandiainverter')" - ], - "language": "python", + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAe0AAAHkCAYAAAATu3czAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + 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'open_rack_cell_polymerback',\n", + " 'insulated_back_polymerback',\n", + " 'open_rack_polymer_thinfilm_steel',\n", + " '22x_concentrator_tracker']\n", + "\n", + "temps = pd.DataFrame(index=['tcell','tmodule'])\n", + "\n", + "for model in models:\n", + " temps[model] = pd.Series(pvsystem.sapm_celltemp(1000, 5, 20, model=model))\n", + "\n", + "temps.T.plot(kind='bar') # try removing the transpose operation and replotting\n", + "plt.legend()\n", + "plt.ylabel('temperature (deg C)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### snlinverter" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "inverters" - ], - "language": "python", + "data": { + "text/html": [ + "
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0.000024 \n", - "C2 0.002618 \n", - "C3 0.000468 \n", - "Pnt 0.500000 \n", - "Vdcmax 600.000000 \n", - "Idcmax 25.000000 \n", - "Mppt_low 200.000000 \n", - "Mppt_high 550.000000 \n", - "\n", - " Yes!_Solar_Inc___ES5300__240V__240V__CEC_2009_ \\\n", - "Vac 240.000000 \n", - "Paco 5300.000000 \n", - "Pdco 5571.180000 \n", - "Vdco 274.900000 \n", - "Pso 28.519000 \n", - "C0 -0.000006 \n", - "C1 0.000019 \n", - "C2 0.001630 \n", - "C3 -0.000371 \n", - "Pnt 0.500000 \n", - "Vdcmax 600.000000 \n", - "Idcmax 25.000000 \n", - "Mppt_low 200.000000 \n", - "Mppt_high 550.000000 \n", - "\n", - " Zhejiang_Yuhui_Solar_Energy_Source__Replus_250A_240V__CEC_2012_ \\\n", - "Vac 240.000000 \n", - "Paco 225.190000 \n", - "Pdco 234.842000 \n", - "Vdco 28.468400 \n", - "Pso 1.646710 \n", - "C0 -0.000000 \n", - "C1 -0.000358 \n", - "C2 -0.013450 \n", - "C3 -33.506800 \n", - "Pnt 0.170000 \n", - "Vdcmax 55.000000 \n", - "Idcmax 14.000000 \n", - "Mppt_low 22.000000 \n", - "Mppt_high 45.000000 \n", - "\n", - " Zhejiang_Yuhui_Solar_Energy_Source__Replus_250B_208V__CEC_2012_ \\\n", - "Vac 208.000000 \n", - "Paco 213.830000 \n", - "Pdco 225.563000 \n", - "Vdco 28.632600 \n", - "Pso 1.845030 \n", - "C0 -0.000121 \n", - "C1 -0.000533 \n", - "C2 0.025867 \n", - "C3 -0.066826 \n", - "Pnt 0.170000 \n", - "Vdcmax 55.000000 \n", - "Idcmax 14.000000 \n", - "Mppt_low 22.000000 \n", - "Mppt_high 45.000000 \n", - "\n", - " Zigor__Sunzet_2_TL_US_240V__CEC_2011_ \\\n", - "Vac 240.000000 \n", - "Paco 2110.000000 \n", - "Pdco 2191.830000 \n", - "Vdco 399.207000 \n", - "Pso 30.843700 \n", - "C0 -0.000004 \n", - "C1 -0.000077 \n", - "C2 0.000502 \n", - "C3 -0.003258 \n", - "Pnt 0.250000 \n", - "Vdcmax 500.000000 \n", - "Idcmax 14.600000 \n", - "Mppt_low 150.000000 \n", - "Mppt_high 450.000000 \n", - "\n", - " Zigor__Sunzet_3_TL_US_240V__CEC_2011_ \\\n", - "Vac 240.000000 \n", - "Paco 3180.000000 \n", - "Pdco 3313.680000 \n", - "Vdco 389.513000 \n", - "Pso 31.265000 \n", - "C0 -0.000006 \n", - "C1 -0.000095 \n", - "C2 0.000261 \n", - "C3 -0.001956 \n", - "Pnt 0.250000 \n", - "Vdcmax 500.000000 \n", - "Idcmax 22.000000 \n", - "Mppt_low 150.000000 \n", - "Mppt_high 450.000000 \n", - "\n", - " Zigor__Sunzet_4_TL_US_240V__CEC_2011_ \\\n", - "Vac 240.000000 \n", - "Paco 4160.000000 \n", - "Pdco 4342.410000 \n", - "Vdco 388.562000 \n", - "Pso 31.601700 \n", - "C0 -0.000004 \n", - "C1 -0.000079 \n", - "C2 0.000213 \n", - "C3 -0.001867 \n", - "Pnt 0.200000 \n", - "Vdcmax 500.000000 \n", - "Idcmax 28.000000 \n", - "Mppt_low 150.000000 \n", - "Mppt_high 450.000000 \n", - "\n", - " Zigor__Sunzet_5_TL_US_240V__CEC_2011_ \\\n", - "Vac 240.000000 \n", - "Paco 5240.000000 \n", - "Pdco 5495.830000 \n", - "Vdco 386.083000 \n", - "Pso 32.450800 \n", - "C0 -0.000005 \n", - "C1 -0.000097 \n", - "C2 -0.000251 \n", - "C3 -0.002337 \n", - "Pnt 0.200000 \n", - "Vdcmax 500.000000 \n", - "Idcmax 35.300000 \n", - "Mppt_low 150.000000 \n", - "Mppt_high 450.000000 \n", - "\n", - " Zigor__SUNZET4_USA_240V__CEC_2011_ \n", - "Vac 240.000000 \n", - "Paco 4030.000000 \n", - "Pdco 4267.480000 \n", - "Vdco 302.852000 \n", - "Pso 37.372800 \n", - "C0 -0.000009 \n", - "C1 -0.000029 \n", - "C2 0.002147 \n", - "C3 -0.001897 \n", - "Pnt 0.190000 \n", - "Vdcmax 600.000000 \n", - "Idcmax 20.000000 \n", - "Mppt_low 240.000000 \n", - "Mppt_high 480.000000 \n", - "\n", - "[14 rows x 1398 columns]" - ] - } - ], - "prompt_number": 154 - }, + "output_type": "execute_result" + } + ], + "source": [ + "inverters = pvsystem.retrieve_sam('sandiainverter')\n", + "inverters" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "vdcs = pd.Series(np.linspace(0,50,51))\n", - "idcs = pd.Series(np.linspace(0,11,110))\n", - "pdcs = idcs * vdcs\n", - "\n", - "pacs = pvsystem.snlinverter(inverters['ABB__MICRO_0_25_I_OUTD_US_208_208V__CEC_2014_'], vdcs, pdcs)\n", - "#pacs.plot()\n", - "plt.plot(pacs, pdcs)\n", - "plt.ylabel('ac power')" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 159, - "text": [ - "" - ] - }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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"Need to put more effort into describing this function." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### SAPM and singlediode" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The CEC module database." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "heading", - "level": 3, + "data": { + "text/html": [ + "
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BEoptCA_Default_ModuleExample_Module1Soltech_1STH_215_P1Soltech_1STH_220_P1Soltech_1STH_225_P1Soltech_1STH_230_P1Soltech_1STH_235_WH1Soltech_1STH_240_WH1Soltech_1STH_245_WH1Soltech_1STH_FRL_4H_245_M60_BLK...Znshine_PV_Tech_ZXM6_72_315_MZnshine_PV_Tech_ZXP6_72_315_PZnshine_PV_Tech_ZXM6_72_320_MZnshine_PV_Tech_ZXM6_72_325_MZnshine_PV_Tech_ZXM6_72_330_MZytech_Engineering_Technology_ZT170SZytech_Engineering_Technology_ZT175SZytech_Engineering_Technology_ZT180SZytech_Engineering_Technology_ZT185SZytech_Engineering_Technology_ZT190S
T_noct 65 65 47.4 47.4 47.4 47.4 49.9 49.9 49.9 48.3... 47 47 47 47 47 46 46 46.8 46.8 46.8
A_c 0.67 0.67 1.567 1.567 1.567 1.567 1.635 1.635 1.635 1.668... 1.941 1.941 1.941 1.941 1.941 1.277 1.277 1.277 1.277 1.277
N_s 18 18 60 60 60 60 60 60 60 60... 72 72 72 72 72 72 72 72 72 72
I_sc_ref 7.5 7.5 7.84 7.97 8.09 8.18 8.54 8.58 8.62 8.81... 8.91 8.95 8.99 9.09 9.19 4.98 5.36 5.21 5.3 5.5
V_oc_ref 10.4 10.4 36.3 36.6 36.9 37.1 37 37.1 37.2 38.3... 46.45 45.22 46.54 46.63 46.72 44.21 44.57 44.71 45 44.86
I_mp_ref 6.6 6.6 7.35 7.47 7.58 7.65 8.02 8.07 8.1 8.06... 8.32 8.45 8.43 8.54 8.65 4.63 4.7 4.79 4.87 5.04
V_mp_ref 8.4 8.4 29 29.3 29.6 29.9 29.3 29.7 30.2 30.2... 37.86 37.28 37.96 38.06 38.15 36.72 37.22 37.58 38.09 37.73
Alpha_sc 0.003 0.003 0.007997 0.008129 0.008252 0.008344 0.00743 0.007465 0.007499 0.006167... 0.00499 0.00546 0.005034 0.00509 0.005146 0.003735 0.00402 0.005314 0.005406 0.00561
Beta_oc -0.04 -0.04 -0.13104 -0.13213 -0.13321 -0.13393 -0.13653 -0.1369 -0.13727 -0.13635... -0.14864 -0.16686 -0.14893 -0.14922 -0.1495 -0.16579 -0.16714 -0.16274 -0.1638 -0.16329
A_ref 0.473 0.473 1.6413 1.6572 1.6732 1.6888 1.6292 1.6425 1.6617 1.6351... 1.9594 1.9767 1.9592 1.9616 1.9638 2.0618 2.1732 2.0685 2.0917 2.0806
I_l_ref 7.545 7.545 7.843 7.974 8.094 8.185 8.543 8.582 8.623 8.844... 8.921 8.952 8.998 9.096 9.195 4.984 5.372 5.215 5.303 5.505
I_o_ref 1.943e-09 1.943e-09 1.936e-09 2.03e-09 2.126e-09 2.332e-09 1.166e-09 1.325e-09 1.623e-09 5.7e-10... 4.43e-10 1.04e-09 4.28e-10 4.27e-10 4.24e-10 2.378e-09 6.055e-09 2.062e-09 2.317e-09 2.286e-09
R_s 0.094 0.094 0.359 0.346 0.334 0.311 0.383 0.335 0.272 0.421... 0.338 0.253 0.332 0.326 0.321 0.322 0.204 0.213 0.145 0.195
R_sh_ref 15.72 15.72 839.4 751.03 670.65 462.56 1257.84 1463.82 724.06 109.31... 285.83 1425.11 396.81 478.07 602.26 437.19 92.28 237.77 228.17 203.6
Adjust 10.6 10.6 16.5 16.8 17.1 17.9 8.7 9.8 11.6 6.502... 16.21 7.696 15.79 15.64 15.48 18.7 27.7 20.2 21.2 20.7
Gamma_r -0.5 -0.5 -0.495 -0.495 -0.495 -0.495 -0.482 -0.482 -0.482 -0.453... -0.453 -0.476 -0.453 -0.453 -0.453 -0.517 -0.517 -0.47 -0.47 -0.47
Source Multi-c-Si Multi-c-Si Multi-c-Si Multi-c-Si Multi-c-Si Multi-c-Si Mono-c-Si Mono-c-Si Mono-c-Si Mono-c-Si... Mono-c-Si Multi-c-Si Mono-c-Si Mono-c-Si Mono-c-Si Mono-c-Si Mono-c-Si Mono-c-Si Mono-c-Si Mono-c-Si
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17 rows × 11589 columns

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" + ], + "text/plain": [ + " BEoptCA_Default_Module Example_Module 1Soltech_1STH_215_P \\\n", + "T_noct 65 65 47.4 \n", + "A_c 0.67 0.67 1.567 \n", + "N_s 18 18 60 \n", + "I_sc_ref 7.5 7.5 7.84 \n", + "V_oc_ref 10.4 10.4 36.3 \n", + "I_mp_ref 6.6 6.6 7.35 \n", + "V_mp_ref 8.4 8.4 29 \n", + "Alpha_sc 0.003 0.003 0.007997 \n", + "Beta_oc -0.04 -0.04 -0.13104 \n", + "A_ref 0.473 0.473 1.6413 \n", + "I_l_ref 7.545 7.545 7.843 \n", + "I_o_ref 1.943e-09 1.943e-09 1.936e-09 \n", + "R_s 0.094 0.094 0.359 \n", + "R_sh_ref 15.72 15.72 839.4 \n", + "Adjust 10.6 10.6 16.5 \n", + "Gamma_r -0.5 -0.5 -0.495 \n", + "Source Multi-c-Si Multi-c-Si Multi-c-Si \n", + "\n", + " 1Soltech_1STH_220_P 1Soltech_1STH_225_P 1Soltech_1STH_230_P \\\n", + "T_noct 47.4 47.4 47.4 \n", + "A_c 1.567 1.567 1.567 \n", + "N_s 60 60 60 \n", + "I_sc_ref 7.97 8.09 8.18 \n", + "V_oc_ref 36.6 36.9 37.1 \n", + "I_mp_ref 7.47 7.58 7.65 \n", + "V_mp_ref 29.3 29.6 29.9 \n", + "Alpha_sc 0.008129 0.008252 0.008344 \n", + "Beta_oc -0.13213 -0.13321 -0.13393 \n", + "A_ref 1.6572 1.6732 1.6888 \n", + "I_l_ref 7.974 8.094 8.185 \n", + "I_o_ref 2.03e-09 2.126e-09 2.332e-09 \n", + "R_s 0.346 0.334 0.311 \n", + "R_sh_ref 751.03 670.65 462.56 \n", + "Adjust 16.8 17.1 17.9 \n", + "Gamma_r -0.495 -0.495 -0.495 \n", + "Source Multi-c-Si Multi-c-Si Multi-c-Si \n", + "\n", + " 1Soltech_1STH_235_WH 1Soltech_1STH_240_WH 1Soltech_1STH_245_WH \\\n", + "T_noct 49.9 49.9 49.9 \n", + "A_c 1.635 1.635 1.635 \n", + "N_s 60 60 60 \n", + "I_sc_ref 8.54 8.58 8.62 \n", + "V_oc_ref 37 37.1 37.2 \n", + "I_mp_ref 8.02 8.07 8.1 \n", + "V_mp_ref 29.3 29.7 30.2 \n", + "Alpha_sc 0.00743 0.007465 0.007499 \n", + "Beta_oc -0.13653 -0.1369 -0.13727 \n", + "A_ref 1.6292 1.6425 1.6617 \n", + "I_l_ref 8.543 8.582 8.623 \n", + "I_o_ref 1.166e-09 1.325e-09 1.623e-09 \n", + "R_s 0.383 0.335 0.272 \n", + "R_sh_ref 1257.84 1463.82 724.06 \n", + "Adjust 8.7 9.8 11.6 \n", + "Gamma_r -0.482 -0.482 -0.482 \n", + "Source Mono-c-Si Mono-c-Si Mono-c-Si \n", + "\n", + " 1Soltech_1STH_FRL_4H_245_M60_BLK \\\n", + "T_noct 48.3 \n", + "A_c 1.668 \n", + "N_s 60 \n", + "I_sc_ref 8.81 \n", + "V_oc_ref 38.3 \n", + "I_mp_ref 8.06 \n", + "V_mp_ref 30.2 \n", + "Alpha_sc 0.006167 \n", + "Beta_oc -0.13635 \n", + "A_ref 1.6351 \n", + "I_l_ref 8.844 \n", + "I_o_ref 5.7e-10 \n", + "R_s 0.421 \n", + "R_sh_ref 109.31 \n", + "Adjust 6.502 \n", + "Gamma_r -0.453 \n", + "Source Mono-c-Si \n", + "\n", + " ... Znshine_PV_Tech_ZXM6_72_315_M \\\n", + "T_noct ... 47 \n", + "A_c ... 1.941 \n", + "N_s ... 72 \n", + "I_sc_ref ... 8.91 \n", + "V_oc_ref ... 46.45 \n", + "I_mp_ref ... 8.32 \n", + "V_mp_ref ... 37.86 \n", + "Alpha_sc ... 0.00499 \n", + "Beta_oc ... -0.14864 \n", + "A_ref ... 1.9594 \n", + "I_l_ref ... 8.921 \n", + "I_o_ref ... 4.43e-10 \n", + "R_s ... 0.338 \n", + "R_sh_ref ... 285.83 \n", + "Adjust ... 16.21 \n", + "Gamma_r ... -0.453 \n", + "Source ... Mono-c-Si \n", + "\n", + " Znshine_PV_Tech_ZXP6_72_315_P Znshine_PV_Tech_ZXM6_72_320_M \\\n", + "T_noct 47 47 \n", + "A_c 1.941 1.941 \n", + "N_s 72 72 \n", + "I_sc_ref 8.95 8.99 \n", + "V_oc_ref 45.22 46.54 \n", + "I_mp_ref 8.45 8.43 \n", + "V_mp_ref 37.28 37.96 \n", + "Alpha_sc 0.00546 0.005034 \n", + "Beta_oc -0.16686 -0.14893 \n", + "A_ref 1.9767 1.9592 \n", + "I_l_ref 8.952 8.998 \n", + "I_o_ref 1.04e-09 4.28e-10 \n", + "R_s 0.253 0.332 \n", + "R_sh_ref 1425.11 396.81 \n", + "Adjust 7.696 15.79 \n", + "Gamma_r -0.476 -0.453 \n", + "Source Multi-c-Si Mono-c-Si \n", + "\n", + " Znshine_PV_Tech_ZXM6_72_325_M Znshine_PV_Tech_ZXM6_72_330_M \\\n", + "T_noct 47 47 \n", + "A_c 1.941 1.941 \n", + "N_s 72 72 \n", + "I_sc_ref 9.09 9.19 \n", + "V_oc_ref 46.63 46.72 \n", + "I_mp_ref 8.54 8.65 \n", + "V_mp_ref 38.06 38.15 \n", + "Alpha_sc 0.00509 0.005146 \n", + "Beta_oc -0.14922 -0.1495 \n", + "A_ref 1.9616 1.9638 \n", + "I_l_ref 9.096 9.195 \n", + "I_o_ref 4.27e-10 4.24e-10 \n", + "R_s 0.326 0.321 \n", + "R_sh_ref 478.07 602.26 \n", + "Adjust 15.64 15.48 \n", + "Gamma_r -0.453 -0.453 \n", + "Source Mono-c-Si Mono-c-Si \n", + "\n", + " Zytech_Engineering_Technology_ZT170S \\\n", + "T_noct 46 \n", + "A_c 1.277 \n", + "N_s 72 \n", + "I_sc_ref 4.98 \n", + "V_oc_ref 44.21 \n", + "I_mp_ref 4.63 \n", + "V_mp_ref 36.72 \n", + "Alpha_sc 0.003735 \n", + "Beta_oc -0.16579 \n", + "A_ref 2.0618 \n", + "I_l_ref 4.984 \n", + "I_o_ref 2.378e-09 \n", + "R_s 0.322 \n", + "R_sh_ref 437.19 \n", + "Adjust 18.7 \n", + "Gamma_r -0.517 \n", + "Source Mono-c-Si \n", + "\n", + " Zytech_Engineering_Technology_ZT175S \\\n", + "T_noct 46 \n", + "A_c 1.277 \n", + "N_s 72 \n", + "I_sc_ref 5.36 \n", + "V_oc_ref 44.57 \n", + "I_mp_ref 4.7 \n", + "V_mp_ref 37.22 \n", + "Alpha_sc 0.00402 \n", + "Beta_oc -0.16714 \n", + "A_ref 2.1732 \n", + "I_l_ref 5.372 \n", + "I_o_ref 6.055e-09 \n", + "R_s 0.204 \n", + "R_sh_ref 92.28 \n", + "Adjust 27.7 \n", + "Gamma_r -0.517 \n", + "Source Mono-c-Si \n", + "\n", + " Zytech_Engineering_Technology_ZT180S \\\n", + "T_noct 46.8 \n", + "A_c 1.277 \n", + "N_s 72 \n", + "I_sc_ref 5.21 \n", + "V_oc_ref 44.71 \n", + "I_mp_ref 4.79 \n", + "V_mp_ref 37.58 \n", + "Alpha_sc 0.005314 \n", + "Beta_oc -0.16274 \n", + "A_ref 2.0685 \n", + "I_l_ref 5.215 \n", + "I_o_ref 2.062e-09 \n", + "R_s 0.213 \n", + "R_sh_ref 237.77 \n", + "Adjust 20.2 \n", + "Gamma_r -0.47 \n", + "Source Mono-c-Si \n", + "\n", + " Zytech_Engineering_Technology_ZT185S \\\n", + "T_noct 46.8 \n", + "A_c 1.277 \n", + "N_s 72 \n", + "I_sc_ref 5.3 \n", + "V_oc_ref 45 \n", + "I_mp_ref 4.87 \n", + "V_mp_ref 38.09 \n", + "Alpha_sc 0.005406 \n", + "Beta_oc -0.1638 \n", + "A_ref 2.0917 \n", + "I_l_ref 5.303 \n", + "I_o_ref 2.317e-09 \n", + "R_s 0.145 \n", + "R_sh_ref 228.17 \n", + "Adjust 21.2 \n", + "Gamma_r -0.47 \n", + "Source Mono-c-Si \n", + "\n", + " Zytech_Engineering_Technology_ZT190S \n", + "T_noct 46.8 \n", + "A_c 1.277 \n", + "N_s 72 \n", + "I_sc_ref 5.5 \n", + "V_oc_ref 44.86 \n", + "I_mp_ref 5.04 \n", + "V_mp_ref 37.73 \n", + "Alpha_sc 0.00561 \n", + "Beta_oc -0.16329 \n", + "A_ref 2.0806 \n", + "I_l_ref 5.505 \n", + "I_o_ref 2.286e-09 \n", + "R_s 0.195 \n", + "R_sh_ref 203.6 \n", + "Adjust 20.7 \n", + "Gamma_r -0.47 \n", + "Source Mono-c-Si \n", + "\n", + "[17 rows x 11589 columns]" + ] + }, + "execution_count": 17, "metadata": {}, - "source": [ - "SAPM and singlediode" - ] - }, + "output_type": "execute_result" + } + ], + "source": [ + "cec_modules = pvsystem.retrieve_sam('cecmod')\n", + "cec_modules" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "reload(pvsystem)" - ], - "language": "python", + "data": { + "text/plain": [ + "T_noct 65\n", + "A_c 0.67\n", + "N_s 18\n", + "I_sc_ref 7.5\n", + "V_oc_ref 10.4\n", + "I_mp_ref 6.6\n", + "V_mp_ref 8.4\n", + "Alpha_sc 0.003\n", + "Beta_oc -0.04\n", + "A_ref 0.473\n", + "I_l_ref 7.545\n", + "I_o_ref 1.943e-09\n", + "R_s 0.094\n", + "R_sh_ref 15.72\n", + "Adjust 10.6\n", + "Gamma_r -0.5\n", + "Source Multi-c-Si\n", + "Name: Example_Module, dtype: object" + ] + }, + "execution_count": 18, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 200, - "text": [ - "" - ] - } - ], - "prompt_number": 200 - }, + "output_type": "execute_result" + } + ], + "source": [ + "cecmodule = cec_modules.Example_Module \n", + "cecmodule" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The Sandia module database." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "sam_data = {}" - ], - "language": "python", + "data": { + "text/html": [ + "
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Advent_Solar_AS160___2006_Advent_Solar_Ventura_210___2008_Advent_Solar_Ventura_215___2009_Aleo_S03_160__2007__E__Aleo_S03_165__2007__E__Aleo_S16_165__2007__E__Aleo_S16_170__2007__E__Aleo_S16_175__2007__E__Aleo_S16_180__2007__E__Aleo_S16_185__2007__E__...Uni_Solar_US_64__1997__E__Uni_Solar_US_64__2005__E__Uni_Solar_USF_11__2003__E__Uni_Solar_USF_32__2003__E__Uni_Solar_USF_5__2003__E__Yingli_Solar_YL220_Module___2008_Yingli_Solar_YL220_Module__2008__E__Yingli_Solar_YL230_29b_Module___2009_Yingli_Solar_YL230_29b_Module__2009__E__Yingli_YL210__2008__E__
Vintage 2006 2008 2009 2007 (E) 2007 (E) 2007 (E) 2007 (E) 2007 (E) 2007 (E) 2007 (E)... 1997 (E) 2005 (E) 2003 (E) 2003 (E) 2003 (E) 2008 2008 (E) 2009 2009 (E) 2008 (E)
Area 1.312 1.646 1.646 1.28 1.28 1.378 1.378 1.378 1.378 1.378... 1.012 1.012 0.235 0.606 0.136 1.7 1.7 1.634 1.634 1.7
Material mc-Si mc-Si mc-Si c-Si c-Si mc-Si mc-Si mc-Si mc-Si mc-Si... 3-a-Si 3-a-Si 3-a-Si 3-a-Si 3-a-Si mc-Si mc-Si mc-Si mc-Si mc-Si
#Series 72 60 60 72 72 50 50 50 50 50... 11 11 11 11 11 60 60 60 60 60
#Parallel 1 1 1 1 1 1 1 1 1 1... 2 2 1 1 1 1 1 1 1 1
Isco 5.564 8.34 8.49 5.1 5.2 7.9 7.95 8.1 8.15 8.2... 5.1 4.8 0.78 2.4 0.37 8.163 8.1 8.222 8.4 7.8
Voco 42.832 35.31 35.92 43.5 43.6 30 30.1 30.2 30.3 30.5... 21.3 23.8 23.8 23.8 23.8 36.871 36.6 37.28 37 36
Impo 5.028 7.49 7.74 4.55 4.65 7.08 7.23 7.38 7.53 7.67... 4.1 3.88 0.62 1.94 0.3 7.388 7.4 7.727 7.8 7.2
Vmpo 32.41 27.61 27.92 35.6 35.8 23.3 23.5 23.7 23.9 24.1... 15.6 16.5 16.5 16.5 16.5 28.633 30 29.886 29.5 29.5
Aisc 0.000537 0.00077 0.00082 0.0003 0.0003 0.0008 0.0008 0.0008 0.0008 0.0008... 0.001 0.001 0.001 0.001 0.001 0.000436 0.000436 0.000746 0.000746 0.001
Aimp -0.000491 -0.00015 -0.00013 -0.00025 -0.00025 -0.0003 -0.0003 -0.0003 -0.0003 -0.0003... 0.001 0.001 0.001 0.001 0.001 -0.000176 -0.000176 0.000176 0.000176 -0.0002
C0 1.0233 0.937 1.015 0.99 0.99 0.99 0.99 0.99 0.99 0.99... 1.121 1.121 1.096 1.096 1.096 0.9877 0.9877 0.9993 0.9993 0.977
C1 -0.0233 0.063 -0.015 0.01 0.01 0.01 0.01 0.01 0.01 0.01... -0.121 -0.121 -0.096 -0.096 -0.096 0.0123 0.0123 0.0007 0.0007 0.023
Bvoco -0.1703 -0.133 -0.135 -0.152 -0.152 -0.11 -0.11 -0.11 -0.11 -0.11... -0.088 -0.088 -0.088 -0.088 -0.088 -0.1378 -0.1378 -0.1294 -0.1294 -0.133
Mbvoc 0 0 0 0 0 0 0 0 0 0... 0 0 0 0 0 0 0 0 0 0
Bvmpo -0.1731 -0.135 -0.136 -0.158 -0.158 -0.115 -0.115 -0.115 -0.115 -0.115... -0.051 -0.051 -0.051 -0.051 -0.051 -0.1421 -0.1421 -0.137 -0.137 -0.133
Mbvmp 0 0 0 0 0 0 0 0 0 0... 0 0 0 0 0 0 0 0 0 0
N 1.174 1.495 1.373 1.25 1.25 1.35 1.35 1.35 1.35 1.35... 3.51 3.51 3.77 3.77 3.77 1.442 1.442 1.263 1.263 1.384
C2 -0.76444 0.0182 0.0036 -0.15 -0.15 -0.12 -0.12 -0.12 -0.12 -0.12... -1.24058 -1.24058 -1.14162 -1.14162 -1.14162 -0.050321 -0.050321 -0.058706 -0.058706 -0.3872
C3 -15.5087 -10.758 -7.2509 -8.96 -8.96 -11.08 -11.08 -11.08 -11.08 -11.08... -3.91126 -3.91126 -2.89115 -2.89115 -2.89115 -8.81507 -8.81507 -8.35334 -8.35334 -9.5542
A0 0.9281 0.9067 0.9323 0.938 0.938 0.924 0.924 0.924 0.924 0.924... 1.047 1.047 1.047 1.047 1.047 0.9407 0.9219 0.9011 0.9219 0.9219
A1 0.06615 0.09573 0.06526 0.05422 0.05422 0.06749 0.06749 0.06749 0.06749 0.06749... 0.00082115 0.00082115 0.00082115 0.00082115 0.00082115 0.05086 0.0709 0.1021 0.0709 0.07089
A2 -0.01384 -0.0266 -0.01567 -0.009903 -0.009903 -0.012549 -0.012549 -0.012549 -0.012549 -0.012549... -0.0259 -0.0259 -0.0259 -0.0259 -0.0259 -0.008095 -0.0143 -0.02942 -0.0143 -0.01427
A3 0.001298 0.00343 0.00193 0.0007297 0.0007297 0.0010049 0.0010049 0.0010049 0.0010049 0.0010049... 0.0031736 0.0031736 0.0031736 0.0031736 0.0031736 0.0003498 0.0012 0.00397 0.0012 0.00117
A4 -4.6e-05 -0.0001794 -9.81e-05 -1.907e-05 -1.907e-05 -2.8797e-05 -2.8797e-05 -2.8797e-05 -2.8797e-05 -2.8797e-05... -0.00011026 -0.00011026 -0.00011026 -0.00011026 -0.00011026 8.85e-06 -3e-05 -0.0002105 -3e-05 -3.37e-05
B0 1 1 1 1 1 1 1 1 1 1... 1 1 1 1 1 1 1 1 1 1
B1 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438... -0.00502 -0.00502 -0.00502 -0.00502 -0.00502 -0.002438 -0.002438 -0.002438 -0.002438 -0.002438
B2 0.0003103 0.00031 0.00031 0.0003103 0.0003103 0.0003103 0.0003103 0.0003103 0.0003103 0.0003103... 0.0005842 0.0005842 0.0005842 0.0005842 0.0005842 0.0003103 0.0003103 0.0003103 0.0003103 0.00031
B3 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05... -2.3e-05 -2.3e-05 -2.3e-05 -2.3e-05 -2.3e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05 -1.246e-05
B4 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07... 3.826e-07 3.826e-07 3.826e-07 3.826e-07 3.826e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07 2.112e-07
B5 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09... -2.31e-09 -2.31e-09 -2.31e-09 -2.31e-09 -2.31e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09 -1.359e-09
DTC 3 3 3 3 3 3 3 3 3 3... 3 3 3 3 3 3 3 3 3 3
FD 1 1 1 1 1 1 1 1 1 1... 1 1 1 1 1 1 1 1 1 1
A -3.35 -3.45 -3.47 -3.56 -3.56 -3.56 -3.56 -3.56 -3.56 -3.56... -3.581 -3.581 -3.581 -3.581 -3.581 -3.303 -3.303 -3.348 -3.348 -3.54
B -0.1161 -0.077 -0.087 -0.075 -0.075 -0.075 -0.075 -0.075 -0.075 -0.075... -0.113 -0.113 -0.113 -0.113 -0.113 -0.1012 -0.1012 -0.09143 -0.09143 -0.072
C4 0.9974 0.972 0.989 0.995 0.995 0.995 0.995 0.995 0.995 0.995... 1.059 1.059 1.0515 1.0515 1.0515 0.9892 0.9892 0.995 0.995 0.985
C5 0.0026 0.028 0.012 0.005 0.005 0.005 0.005 0.005 0.005 0.005... -0.059 -0.059 -0.0515 -0.0515 -0.0515 0.0108 0.0108 0.005 0.005 0.015
IXO 5.54 8.25 8.49 5.04 5.14 7.8 7.85 8 8.05 8.1... 4.73 4.44 0.71 2.22 0.342 8.0491 8.29 8.1509 8.31 7.65
IXXO 3.56 5.2 5.45 3.16 3.25 4.92 5.08 5.18 5.39 5.54... 2.87 2.74 0.438 1.37 0.212 5.1339 5.1339 5.5099 5.57 5.06
C6 1.173 1.067 1.137 1.15 1.15 1.15 1.15 1.15 1.15 1.15... 1.159 1.159 1.13 1.13 1.13 1.1335 1.1335 1.1325 1.1325 1.113
C7 -0.173 -0.067 -0.137 -0.15 -0.15 -0.15 -0.15 -0.15 -0.15 -0.15... -0.159 -0.159 -0.13 -0.13 -0.13 -0.1335 -0.1335 -0.1325 -0.1325 -0.113
Notes Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9...... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9... Source: Sandia National Laboratories Updated 9...
\n", + "

42 rows × 513 columns

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" + ], + "text/plain": [ + " Advent_Solar_AS160___2006_ \\\n", + "Vintage 2006 \n", + "Area 1.312 \n", + "Material mc-Si \n", + "#Series 72 \n", + "#Parallel 1 \n", + "Isco 5.564 \n", + "Voco 42.832 \n", + "Impo 5.028 \n", + "Vmpo 32.41 \n", + "Aisc 0.000537 \n", + "Aimp -0.000491 \n", + "C0 1.0233 \n", + "C1 -0.0233 \n", + "Bvoco -0.1703 \n", + "Mbvoc 0 \n", + "Bvmpo -0.1731 \n", + "Mbvmp 0 \n", + "N 1.174 \n", + "C2 -0.76444 \n", + "C3 -15.5087 \n", + "A0 0.9281 \n", + "A1 0.06615 \n", + "A2 -0.01384 \n", + "A3 0.001298 \n", + "A4 -4.6e-05 \n", + "B0 1 \n", + "B1 -0.002438 \n", + "B2 0.0003103 \n", + "B3 -1.246e-05 \n", + "B4 2.112e-07 \n", + "B5 -1.359e-09 \n", + "DTC 3 \n", + "FD 1 \n", + "A -3.35 \n", + "B -0.1161 \n", + "C4 0.9974 \n", + "C5 0.0026 \n", + "IXO 5.54 \n", + "IXXO 3.56 \n", + "C6 1.173 \n", + "C7 -0.173 \n", + "Notes Source: Sandia National Laboratories Updated 9... \n", + "\n", + " Advent_Solar_Ventura_210___2008_ \\\n", + "Vintage 2008 \n", + "Area 1.646 \n", + "Material mc-Si \n", + "#Series 60 \n", + "#Parallel 1 \n", + "Isco 8.34 \n", + "Voco 35.31 \n", + "Impo 7.49 \n", + "Vmpo 27.61 \n", + "Aisc 0.00077 \n", + "Aimp -0.00015 \n", + "C0 0.937 \n", + "C1 0.063 \n", + "Bvoco -0.133 \n", + "Mbvoc 0 \n", + "Bvmpo -0.135 \n", + "Mbvmp 0 \n", + "N 1.495 \n", + "C2 0.0182 \n", + "C3 -10.758 \n", + "A0 0.9067 \n", + "A1 0.09573 \n", + "A2 -0.0266 \n", + "A3 0.00343 \n", + "A4 -0.0001794 \n", + "B0 1 \n", + "B1 -0.002438 \n", + "B2 0.00031 \n", + "B3 -1.246e-05 \n", + "B4 2.112e-07 \n", + "B5 -1.359e-09 \n", + "DTC 3 \n", + "FD 1 \n", + "A -3.45 \n", + "B -0.077 \n", + "C4 0.972 \n", + "C5 0.028 \n", + "IXO 8.25 \n", + "IXXO 5.2 \n", + "C6 1.067 \n", + "C7 -0.067 \n", + "Notes Source: Sandia National Laboratories Updated 9... \n", + "\n", + " Advent_Solar_Ventura_215___2009_ \\\n", + "Vintage 2009 \n", + "Area 1.646 \n", + "Material mc-Si \n", + "#Series 60 \n", + "#Parallel 1 \n", + "Isco 8.49 \n", + "Voco 35.92 \n", + "Impo 7.74 \n", + "Vmpo 27.92 \n", + "Aisc 0.00082 \n", + "Aimp -0.00013 \n", + "C0 1.015 \n", + "C1 -0.015 \n", + "Bvoco -0.135 \n", + "Mbvoc 0 \n", + "Bvmpo -0.136 \n", + "Mbvmp 0 \n", + "N 1.373 \n", + "C2 0.0036 \n", + "C3 -7.2509 \n", + "A0 0.9323 \n", + "A1 0.06526 \n", + "A2 -0.01567 \n", + "A3 0.00193 \n", + "A4 -9.81e-05 \n", + "B0 1 \n", + "B1 -0.002438 \n", + "B2 0.00031 \n", + "B3 -1.246e-05 \n", + "B4 2.112e-07 \n", + "B5 -1.359e-09 \n", + "DTC 3 \n", + "FD 1 \n", + "A -3.47 \n", + "B -0.087 \n", + "C4 0.989 \n", + "C5 0.012 \n", + "IXO 8.49 \n", + "IXXO 5.45 \n", + "C6 1.137 \n", + "C7 -0.137 \n", + "Notes Source: Sandia National Laboratories Updated 9... \n", + "\n", + " Aleo_S03_160__2007__E__ \\\n", + "Vintage 2007 (E) \n", + "Area 1.28 \n", + "Material c-Si \n", + "#Series 72 \n", + "#Parallel 1 \n", + "Isco 5.1 \n", + "Voco 43.5 \n", + "Impo 4.55 \n", + "Vmpo 35.6 \n", + "Aisc 0.0003 \n", + "Aimp -0.00025 \n", + "C0 0.99 \n", + "C1 0.01 \n", + "Bvoco -0.152 \n", + "Mbvoc 0 \n", + "Bvmpo -0.158 \n", + "Mbvmp 0 \n", + "N 1.25 \n", + "C2 -0.15 \n", + "C3 -8.96 \n", + "A0 0.938 \n", + "A1 0.05422 \n", + "A2 -0.009903 \n", + "A3 0.0007297 \n", + "A4 -1.907e-05 \n", + "B0 1 \n", + "B1 -0.002438 \n", + "B2 0.0003103 \n", + "B3 -1.246e-05 \n", + "B4 2.112e-07 \n", + "B5 -1.359e-09 \n", + "DTC 3 \n", + "FD 1 \n", + "A -3.56 \n", + "B -0.075 \n", + "C4 0.995 \n", + "C5 0.005 \n", + "IXO 5.04 \n", + "IXXO 3.16 \n", + "C6 1.15 \n", + "C7 -0.15 \n", + "Notes Source: Sandia National Laboratories Updated 9... \n", + "\n", + " Aleo_S03_165__2007__E__ \\\n", + "Vintage 2007 (E) \n", + "Area 1.28 \n", + "Material c-Si \n", + "#Series 72 \n", + "#Parallel 1 \n", + "Isco 5.2 \n", + "Voco 43.6 \n", + "Impo 4.65 \n", + "Vmpo 35.8 \n", + "Aisc 0.0003 \n", + "Aimp -0.00025 \n", + "C0 0.99 \n", + "C1 0.01 \n", + "Bvoco -0.152 \n", + "Mbvoc 0 \n", + "Bvmpo -0.158 \n", + "Mbvmp 0 \n", + "N 1.25 \n", + "C2 -0.15 \n", + "C3 -8.96 \n", + "A0 0.938 \n", + "A1 0.05422 \n", + "A2 -0.009903 \n", + "A3 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0.0012 \n", + "A4 -3e-05 \n", + "B0 1 \n", + "B1 -0.002438 \n", + "B2 0.0003103 \n", + "B3 -1.246e-05 \n", + "B4 2.112e-07 \n", + "B5 -1.359e-09 \n", + "DTC 3 \n", + "FD 1 \n", + "A -3.348 \n", + "B -0.09143 \n", + "C4 0.995 \n", + "C5 0.005 \n", + "IXO 8.31 \n", + "IXXO 5.57 \n", + "C6 1.1325 \n", + "C7 -0.1325 \n", + "Notes Source: Sandia National Laboratories Updated 9... \n", + "\n", + " Yingli_YL210__2008__E__ \n", + "Vintage 2008 (E) \n", + "Area 1.7 \n", + "Material mc-Si \n", + "#Series 60 \n", + "#Parallel 1 \n", + "Isco 7.8 \n", + "Voco 36 \n", + "Impo 7.2 \n", + "Vmpo 29.5 \n", + "Aisc 0.001 \n", + "Aimp -0.0002 \n", + "C0 0.977 \n", + "C1 0.023 \n", + "Bvoco -0.133 \n", + "Mbvoc 0 \n", + "Bvmpo -0.133 \n", + "Mbvmp 0 \n", + "N 1.384 \n", + "C2 -0.3872 \n", + "C3 -9.5542 \n", + "A0 0.9219 \n", + "A1 0.07089 \n", + "A2 -0.01427 \n", + "A3 0.00117 \n", + "A4 -3.37e-05 \n", + "B0 1 \n", + "B1 -0.002438 \n", + "B2 0.00031 \n", + "B3 -1.246e-05 \n", + "B4 2.112e-07 \n", + "B5 -1.359e-09 \n", + "DTC 3 \n", + "FD 1 \n", + "A -3.54 \n", + "B -0.072 \n", + "C4 0.985 \n", + "C5 0.015 \n", + "IXO 7.65 \n", + "IXXO 5.06 \n", + "C6 1.113 \n", + "C7 -0.113 \n", + "Notes Source: Sandia National Laboratories Updated 9... \n", + "\n", + "[42 rows x 513 columns]" + ] + }, + "execution_count": 19, "metadata": {}, - "outputs": [], - "prompt_number": 204 - }, + "output_type": "execute_result" + } + ], + "source": [ + "sandia_modules = pvsystem.retrieve_sam(name='SandiaMod')\n", + "sandia_modules" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "sam_data['cecmod'] = pvsystem.retrieve_sam('cecmod')\n", - "sam_data['sandiamod'] = pvsystem.retrieve_sam(name='SandiaMod')" - ], - "language": "python", + "data": { + "text/plain": [ + "Vintage 2009\n", + "Area 1.701\n", + "Material c-Si\n", + "#Series 96\n", + "#Parallel 1\n", + "Isco 5.09115\n", + "Voco 59.2608\n", + "Impo 4.54629\n", + "Vmpo 48.3156\n", + "Aisc 0.000397\n", + "Aimp 0.000181\n", + "C0 1.01284\n", + "C1 -0.0128398\n", + "Bvoco -0.21696\n", + "Mbvoc 0\n", + "Bvmpo -0.235488\n", + "Mbvmp 0\n", + "N 1.4032\n", + "C2 0.279317\n", + "C3 -7.24463\n", + "A0 0.928385\n", + "A1 0.068093\n", + "A2 -0.0157738\n", + "A3 0.0016606\n", + "A4 -6.93035e-05\n", + "B0 1\n", + "B1 -0.002438\n", + "B2 0.0003103\n", + "B3 -1.246e-05\n", + "B4 2.112e-07\n", + "B5 -1.359e-09\n", + "DTC 3\n", + "FD 1\n", + "A -3.40641\n", + "B -0.0842075\n", + "C4 0.996446\n", + "C5 0.003554\n", + "IXO 4.97599\n", + "IXXO 3.18803\n", + "C6 1.15535\n", + "C7 -0.155353\n", + "Notes Source: Sandia National Laboratories Updated 9...\n", + "Name: Canadian_Solar_CS5P_220M___2009_, dtype: object" + ] + }, + "execution_count": 20, "metadata": {}, - "outputs": [], - "prompt_number": 212 - }, + "output_type": "execute_result" + } + ], + "source": [ + "sandia_module = sandia_modules.Canadian_Solar_CS5P_220M___2009_\n", + "sandia_module" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Generate some irradiance data for modeling." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "from pvlib import clearsky\n", + "from pvlib import irradiance\n", + "from pvlib import atmosphere\n", + "from pvlib.location import Location\n", + "\n", + "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')\n", + "times = pd.date_range(start=datetime.datetime(2014,1,1), end=datetime.datetime(2014,1,2), freq='5Min')\n", + "ephem_data = pvlib.solarposition.get_solarposition(times, tus, method='pyephem')\n", + "irrad_data = clearsky.ineichen(times, tus, solarposition_method='pyephem')\n", + "#irrad_data.plot()\n", + "\n", + "aoi = irradiance.aoi(0, 0, ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", + "#plt.figure()\n", + "#aoi.plot()\n", + "\n", + "am = atmosphere.relativeairmass(ephem_data.apparent_zenith)\n", + "\n", + "temps = pvsystem.sapm_celltemp(irrad_data['GHI'], 2, 20)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can run the module parameters and the irradiance data through the SAPM function." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "cecmodule = sam_data['cecmod'].Example_Module \n", - "module" - ], - "language": "python", + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAA7cAAAIpCAYAAAB5f8+EAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4XOWZ///3mRlpZtTbqFpW9yPLvWKDscF0MKYmpJEE\n", + "lkAogewC+92Q3QC/TbKpJCEhWVhCSEIICSXUmA4GY8DGvR7JktV7G5WRRlPO74+RjG3cZEs6I+l+\n", + "XZcvy3POnPloRn409zxNMwwDIYQQQgghhBBiPLOYHUAIIYQQQgghhDhVUtwKIYQQQgghhBj3pLgV\n", + 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8.4\n", - "Alpha_sc 0.003\n", - "Beta_oc -0.04\n", - "A_ref 0.473\n", - "I_l_ref 7.545\n", - "I_o_ref 1.943e-09\n", - "R_s 0.094\n", - "R_sh_ref 15.72\n", - "Adjust 10.6\n", - "Gamma_r -0.5\n", - "Source Multi-c-Si\n", - "Name: Example_Module, dtype: object" - ] - } - ], - "prompt_number": 213 - }, + "output_type": "display_data" + } + ], + "source": [ + "sapm = pvsystem.sapm(sandia_module, irrad_data.DNI, irrad_data.DHI, temps['tcell'], am, aoi)\n", + "\n", + "fig, axes = plt.subplots(2, 3, figsize=(16,10), sharex=False, sharey=False, squeeze=False)\n", + "plt.subplots_adjust(hspace=.3)\n", + "\n", + "ax = axes[0,0]\n", + "sapm.filter(like='I').plot(ax=ax)\n", + "ax.set_ylabel('Current (A)')\n", + "\n", + "ax = axes[0,1]\n", + "sapm.filter(like='V').plot(ax=ax)\n", + "ax.set_ylabel('Voltage (V)')\n", + "\n", + "ax = axes[0,2]\n", + "sapm.filter(like='P').plot(ax=ax)\n", + "ax.set_ylabel('Power (W)')\n", + "\n", + "ax = axes[1,0]\n", + "[ax.plot(sapm['Ee'], current, label=name) for name, current in sapm.filter(like='I').items()]\n", + "ax.set_ylabel('Current (A)')\n", + "ax.set_xlabel('Effective Irradiance')\n", + "ax.legend()\n", + "\n", + "ax = axes[1,1]\n", + "[ax.plot(sapm['Ee'], voltage, label=name) for name, voltage in sapm.filter(like='V').items()]\n", + "ax.set_ylabel('Voltage (V)')\n", + "ax.set_xlabel('Effective Irradiance')\n", + "ax.legend()\n", + "\n", + "ax = axes[1,2]\n", + "ax.plot(sapm['Ee'], sapm['Pmp'])\n", + "ax.set_ylabel('Power (W)')\n", + "ax.set_xlabel('Effective Irradiance')\n", + "\n", + "# needed to show the time ticks\n", + "for ax in axes.flatten():\n", + " for tk in ax.get_xticklabels():\n", + " tk.set_visible(True)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The same data run through the desoto model." + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "collapsed": false + }, + "outputs": [], + "source": [ + "IL, I0, Rs, Rsh, nNsVth = pvsystem.calcparams_desoto(S=irrad_data.GHI,\n", + " Tcell=temps['tcell'],\n", + " alpha_isc=cecmodule['Alpha_sc'],\n", + " module_parameters=cecmodule,\n", + " EgRef=1.121,\n", + " dEgdT=-0.0002677)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "sandiamodule = sam_data['sandiamod'].Canadian_Solar_CS5P_220M___2009_\n", - "sandiamodule" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 24, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 214, - "text": [ - "Vintage 2009\n", - "Area 1.701\n", - "Material c-Si\n", - "#Series 96\n", - "#Parallel 1\n", - "Isco 5.09115\n", - "Voco 59.2608\n", - "Impo 4.54629\n", - "Vmpo 48.3156\n", - "Aisc 0.000397\n", - "Aimp 0.000181\n", - "C0 1.01284\n", - "C1 -0.0128398\n", - "Bvoco -0.21696\n", - "Mbvoc 0\n", - "Bvmpo -0.235488\n", - "Mbvmp 0\n", - "N 1.4032\n", - "C2 0.279317\n", - "C3 -7.24463\n", - "A0 0.928385\n", - "A1 0.068093\n", - "A2 -0.0157738\n", - "A3 0.0016606\n", - "A4 -6.93035e-05\n", - "B0 1\n", - "B1 -0.002438\n", - "B2 0.0003103\n", - "B3 -1.246e-05\n", - "B4 2.112e-07\n", - "B5 -1.359e-09\n", - "DTC 3\n", - "FD 1\n", - "A -3.40641\n", - "B -0.0842075\n", - "C4 0.996446\n", - "C5 0.003554\n", - "IXO 4.97599\n", - "IXXO 3.18803\n", - "C6 1.15535\n", - "C7 -0.155353\n", - "Notes Source: Sandia National Laboratories Updated 9...\n", - "Name: Canadian_Solar_CS5P_220M___2009_, dtype: object" - ] - } - ], - "prompt_number": 214 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "from pvlib import clearsky\n", - "from pvlib import irradiance\n", - "from pvlib import atmosphere\n", - "from pvlib.location import Location\n", - "\n", - "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')\n", - "times = pd.date_range(start=datetime.datetime(2014,1,1), end=datetime.datetime(2014,1,2), freq='1Min')\n", - "ephem_data = pvlib.solarposition.get_solarposition(times, tus, method='pyephem')\n", - "irrad_data = clearsky.ineichen(times, tus, solarposition_method='pyephem')\n", - "#irrad_data.plot()\n", - "\n", - "aoi = irradiance.aoi(0, 0, ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", - "#plt.figure()\n", - "#aoi.plot()\n", - "\n", - "am = atmosphere.relativeairmass(ephem_data.apparent_zenith)" - ], - "language": "python", + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xd8XHeZ7/HPzKhaXbZky5JsyUU/d8dOhUASh4Qe2g2w\n", + "y8KFXMIFLnV3WS6XBXZhF5a6cLm71L1cssDSWUIghACppDghxd0/ybasZtkqVu/SzP3jzDjCsWVJ\n", + "PtIp832/XnpZGpXzPD4z55nzq5FEIoGIiIgEU9TrAERERGT+VMhFREQCTIVcREQkwFTIRUREAkyF\n", + "XEREJMBUyEVERAIsw+sAUowxTwJ9yS+PWWvf6mU8IiIiQeCLQm6MyQGw1u7yOhYREZEg8UUhB7YD\n", + 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}, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "sapm = pvsystem.sapm(sandiamodule, irrad_data.DNI, irrad_data.DHI, 25, am, aoi)\n", - "sapm.plot()" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 25, "metadata": {}, - "outputs": [ - { - "metadata": {}, - "output_type": "pyout", - "prompt_number": 215, - "text": [ - "" - ] - }, - { - "metadata": {}, - "output_type": "display_data", - "png": 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jgA/8lrW2PsP6RWqo+qFe/ZCX1lK9qCuO7zzOmSK1Vbfkbq19yxEO33yM828C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\n0eZ49GbyrOvsYlNvJ+uXtpM7weQ/ndx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- "text": [ - "" - ] - } - ], - "prompt_number": 215 + "output_type": "execute_result" }, { - "cell_type": "code", - "collapsed": false, - "input": [ - "IL, I0, Rs, Rsh, nNsVth = pvsystem.calcparams_desoto(S=irrad_data.GHI,\n", - " Tcell=25,\n", - " alpha_isc=cecmodule['Alpha_sc'],\n", - " module_parameters=cecmodule,\n", - " EgRef=1.121,\n", - " dEgdT=-0.0002677)" - ], - "language": "python", + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAAfcAAAFKCAYAAAAAIRaMAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3XmYXHWV//F3VfWadHfWJgkkhNUjCgEXREEBHQX5KSAO\n", + "6owrKjg6ijq4zMg46riPyuiPcZuRcQAddRS3n4MgCmgQRVzYA4d9CUv2pLvTe1X9/vje6lRip7vS\n", + "6Vrutz6v58nT1bcqXec8datOfdebKRaLiIiISDyy9Q5AREREZpeKu4iISGRU3EVERCKj4i4iIhIZ\n", + "FXcREZHIqLiLiIhEpqWaf9zMjgE+7e7PN7NDgIuBAnA78HZ3L5rZOcBbgHHg4+5+uZl1At8EeoF+\n", + "4A3uvrGasYqIiMSiai13M3s/8DWgPTn0r8D57n48kAFON7OlwLnAscDJwKfMrA14G3BL8thLgQ9W\n", + 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"output_type": "display_data" + } + ], + "source": [ + "Rsh.plot()\n", + "plt.ylabel('Shunt resistance (ohms)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Single diode model." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "sdDFOut = pvsystem.singlediode(Module=cecmodule,\n", - " IL=IL,\n", - " I0=I0,\n", - " Rs=Rs,\n", - " Rsh=Rsh,\n", - " nNsVth=nNsVth)" - ], - "language": "python", + "data": { + "text/html": [ + "
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IscRshRsnNsVthI0ILVHVLV1V2f1f2SW_FlagImpVocVmpPmpIxIxx
2014-01-01 00:00:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:05:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:10:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:15:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:20:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:25:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:30:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:35:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:40:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:45:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:50:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 00:55:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:00:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:05:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:10:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:15:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:20:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:25:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:30:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:35:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:40:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:45:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:50:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 01:55:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 02:00:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 02:05:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 02:10:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 02:15:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 02:20:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 02:25:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
............................................................
2014-01-01 21:35:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 21:40:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 21:45:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 21:50:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 21:55:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:00:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:05:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:10:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:15:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:20:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:25:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:30:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:35:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 22:40:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
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2014-01-01 22:55:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 23:00:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 23:05:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 23:10:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 23:15:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 23:20:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 23:25:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 23:30:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
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2014-01-01 23:50:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-01 23:55:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
2014-01-02 00:00:00-07:00NaN inf 0.094 0.465068 8.268927e-10 0 0.022756 0 0.022756 0.014064NaNNaN FalseNaN 0.019739 0.022756NaNNaNNaN
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289 rows × 19 columns

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23:55:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-01-02 00:00:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "\n", + " Imp Voc Vmp Pmp Ix Ixx \n", + "2014-01-01 00:00:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:05:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:10:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:15:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:20:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:25:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:30:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:35:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:40:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:45:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:50:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 00:55:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:00:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:05:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:10:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:15:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:20:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:25:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:30:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:35:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:40:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:45:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:50:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 01:55:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 02:00:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 02:05:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 02:10:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 02:15:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 02:20:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 02:25:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "... ... ... ... ... .. ... \n", + "2014-01-01 21:35:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 21:40:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 21:45:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 21:50:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 21:55:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:00:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:05:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:10:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:15:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:20:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:25:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:30:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:35:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:40:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:45:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:50:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 22:55:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:00:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:05:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:10:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:15:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:20:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:25:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:30:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:35:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:40:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:45:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:50:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-01 23:55:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "2014-01-02 00:00:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", + "\n", + "[289 rows x 19 columns]" + ] + }, + "execution_count": 26, "metadata": {}, - "outputs": [], - "prompt_number": 217 - }, + "output_type": "execute_result" + } + ], + "source": [ + "sdDFOut = pvsystem.singlediode(Module=cecmodule,\n", + " IL=IL,\n", + " I0=I0,\n", + " Rs=Rs,\n", + " Rsh=Rsh,\n", + " nNsVth=nNsVth)\n", + "sdDFOut" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "collapsed": false + }, + "outputs": [ { - "cell_type": "code", - "collapsed": false, - "input": [ - "sdDFOut.Pmp.plot()" - ], - "language": "python", + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, "metadata": {}, - "outputs": [ - { - "metadata": {}, - 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"codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.4.3" } - ] -} \ No newline at end of file + }, + "nbformat": 4, + "nbformat_minor": 0 +} From ff994ee0d0aae4132345333ad5868e1333d5d025 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sat, 18 Apr 2015 12:15:40 -0700 Subject: [PATCH 06/13] add sapm matlab difference --- docs/sphinx/source/comparison_pvlib_matlab.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/sphinx/source/comparison_pvlib_matlab.rst b/docs/sphinx/source/comparison_pvlib_matlab.rst index b3b392da56..01bdb20ad2 100644 --- a/docs/sphinx/source/comparison_pvlib_matlab.rst +++ b/docs/sphinx/source/comparison_pvlib_matlab.rst @@ -46,6 +46,8 @@ More specific changes * Locations are now ``pvlib.location.Location`` objects, not structs. * Specify time zones using a string from the standard IANA Time Zone Database naming conventions or using a pytz.timezone instead of an integer GMT offset. We may add dateutils support in the future. * ``clearsky.ineichen`` supports interpolating monthly Linke Turbidities to daily resolution. +* Instead of requiring effective irradiance as an input, ``pvsystem.sapm`` + calculates and returns it based on input POA irradiance, AM, and AOI. Documentation ~~~~~~~~~~~~~ From 67eb972ed782933ee5c07846c2e365603da6eb7c Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sat, 18 Apr 2015 14:46:11 -0700 Subject: [PATCH 07/13] clip Voc --- pvlib/pvsystem.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index 77a432d1d7..82284e11c4 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -681,7 +681,7 @@ def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): # Ee is the "effective irradiance" Ee = F1 * ( (poa_direct*F2 + module['FD']*poa_diffuse) / E0 ) Ee.fillna(0, inplace=True) - Ee[Ee < 0] = 0 + Ee = Ee.clip_lower(0) Bvmpo = module['Bvmpo'] + module['Mbvmp']*(1 - Ee) Bvoco = module['Bvoco'] + module['Mbvoc']*(1 - Ee) @@ -696,8 +696,9 @@ def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): (module['C0']*Ee + module['C1']*(Ee**2)) * (1 + module['Aimp']*(temp_cell - T0)) ) - dfout['Voc'] = ( module['Voco'] + + dfout['Voc'] = (( module['Voco'] + module['#Series']*delta*np.log(Ee) + Bvoco*(temp_cell - T0) ) + .clip_lower(0)) dfout['Vmp'] = ( module['Vmpo'] + module['C2']*module['#Series']*delta*np.log(Ee) + From 141e2dfd1f65643e6a39b1dc89c376378fbba2e0 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sat, 18 Apr 2015 15:18:29 -0700 Subject: [PATCH 08/13] add hot/calm cold/windy comparison --- docs/tutorials/pvsystem.ipynb | 6441 +++++++++++++++++++++------------ pvlib/pvsystem.py | 2 +- 2 files changed, 4180 insertions(+), 2263 deletions(-) diff --git a/docs/tutorials/pvsystem.ipynb b/docs/tutorials/pvsystem.ipynb index 54b3d9c23c..24fa5db25d 100644 --- a/docs/tutorials/pvsystem.ipynb +++ b/docs/tutorials/pvsystem.ipynb @@ -164,7 +164,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -406,7 +406,7 @@ "AAAAAElFTkSuQmCC\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -432,7 +432,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -667,7 +667,7 @@ "UXiLiIi0GIW3iIhIi/n/GtWamulE1k4AAAAASUVORK5CYII=\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -693,7 +693,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -1024,7 +1024,7 @@ "RU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1121,7 +1121,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11, @@ -1507,7 +1507,7 @@ "AAAASUVORK5CYII=\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1541,7 +1541,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -1942,7 +1942,7 @@ "m00O4gAAAABJRU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1976,7 +1976,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 13, @@ -2372,7 +2372,7 @@ "RU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -2406,7 +2406,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -2714,7 +2714,7 @@ "Y3CNqSRJE+GdtiRJE2FpS5I0EZa2JEkTYWlLkjQRlrYkSRPxF0E0UMECt8AgAAAAAElFTkSuQmCC\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -3486,7 +3486,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 16, @@ -3722,7 +3722,7 @@ "6EVERGKYil5ERCSGqehFRERi2P8PkxZx28DHtS8AAAAASUVORK5CYII=\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -6579,18 +6579,19 @@ "from pvlib.location import Location\n", "\n", "tus = Location(32.2, -111, 'US/Arizona', 700, 'Tucson')\n", - "times = pd.date_range(start=datetime.datetime(2014,1,1), end=datetime.datetime(2014,1,2), freq='5Min')\n", - "ephem_data = pvlib.solarposition.get_solarposition(times, tus, method='pyephem')\n", - "irrad_data = clearsky.ineichen(times, tus, solarposition_method='pyephem')\n", + "times = pd.date_range(start=datetime.datetime(2014,4,1), end=datetime.datetime(2014,4,2), freq='30s')\n", + "ephem_data = pvlib.solarposition.get_solarposition(times, tus)\n", + "irrad_data = clearsky.ineichen(times, tus)\n", "#irrad_data.plot()\n", "\n", - "aoi = irradiance.aoi(0, 0, ephem_data['apparent_zenith'], ephem_data['apparent_azimuth'])\n", + "aoi = irradiance.aoi(0, 0, ephem_data['apparent_zenith'], ephem_data['azimuth'])\n", "#plt.figure()\n", "#aoi.plot()\n", "\n", - "am = atmosphere.relativeairmass(ephem_data.apparent_zenith)\n", + "am = atmosphere.relativeairmass(ephem_data['apparent_zenith'])\n", "\n", - "temps = pvsystem.sapm_celltemp(irrad_data['GHI'], 2, 20)" + "# a hot, sunny spring day in the desert.\n", + "temps = pvsystem.sapm_celltemp(irrad_data['GHI'], 0, 30)" ] }, { @@ -6609,1168 +6610,3090 @@ "outputs": [ { "data": { - "image/png": [ - "iVBORw0KGgoAAAANSUhEUgAAA7cAAAIpCAYAAAB5f8+EAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4XOWZ///3mRlpZtTbqFpW9yPLvWKDscF0MKYmpJEE\n", - "lkAogewC+92Q3QC/TbKpJCEhWVhCSEIICSXUmA4GY8DGvR7JktV7G5WRRlPO74+RjG3cZEs6I+l+\n", - "XZcvy3POnPloRn409zxNMwwDIYQQQgghhBBiPLOYHUAIIYQQQgghhDhVUtwKIYQQQgghhBj3pLgV\n", - "QgghhBBCCDHuSXErhBBCCCGEEGLck+JWCCGEEEIIIcS4J8WtEEIIIYQQQohxz2Z2gCFKqe8AlwIR\n", - "wG90Xf+jyZGEEOKUHN6uAR8AjwNBYCdwq67rsh+bECLsKaUigMeAHMAOfB+oBV4GSgdP+62u608r\n", - "pb4B3Aj4ge/ruv6KCZGFEJNQWPTcKqXOApbqun46cBaQb2ogIYQ4RUdp134O3KPr+nJAAy4zLaAQ\n", - "QgzPl4GWwfbrQuAhYD7wc13Xzx7887RSKh34FnA6cAHwP0qpSNNSCyEmlXDpuT0f2KGUeh6IA+42\n", - "OY8QQpyqI7Vr/6Lr+nuDx9cMnvO8SfmEEGI4ngaeGfzaAviABYBSSl0GlAHfBhYDH+i67gN8Sql9\n", - 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" ], "text/plain": [ - "" + " Isc Imp Voc Vmp Pmp Ix Ixx Ee\n", + "2014-04-01 00:00:00-07:00 0 0 0 0 0 0 0 0\n", + "2014-04-01 00:00:30-07:00 0 0 0 0 0 0 0 0\n", + "2014-04-01 00:01:00-07:00 0 0 0 0 0 0 0 0\n", + "2014-04-01 00:01:30-07:00 0 0 0 0 0 0 0 0\n", + "2014-04-01 00:02:00-07:00 0 0 0 0 0 0 0 0" ] }, + "execution_count": 22, "metadata": {}, - "output_type": "display_data" + "output_type": "execute_result" } ], "source": [ - "sapm = pvsystem.sapm(sandia_module, irrad_data.DNI, irrad_data.DHI, temps['tcell'], am, aoi)\n", + "sapm_1 = pvsystem.sapm(sandia_module, irrad_data['DNI']*np.cos(np.radians(aoi)),\n", + " irrad_data['DHI'], temps['tcell'], am, aoi)\n", + "sapm_1.head()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "def plot_sapm(sapm_data):\n", + " \"\"\"\n", + " Makes a nice figure with the SAPM data.\n", + " \n", + " Parameters\n", + " ----------\n", + " sapm_data : DataFrame\n", + " The output of ``pvsystem.sapm``\n", + " \"\"\"\n", + " fig, axes = plt.subplots(2, 3, figsize=(16,10), sharex=False, sharey=False, squeeze=False)\n", + " plt.subplots_adjust(wspace=.2, hspace=.3)\n", "\n", - "fig, axes = plt.subplots(2, 3, figsize=(16,10), sharex=False, sharey=False, squeeze=False)\n", - "plt.subplots_adjust(hspace=.3)\n", + " ax = axes[0,0]\n", + " sapm_data.filter(like='I').plot(ax=ax)\n", + " ax.set_ylabel('Current (A)')\n", "\n", - "ax = axes[0,0]\n", - "sapm.filter(like='I').plot(ax=ax)\n", - "ax.set_ylabel('Current (A)')\n", + " ax = axes[0,1]\n", + " sapm_data.filter(like='V').plot(ax=ax)\n", + " ax.set_ylabel('Voltage (V)')\n", "\n", - "ax = axes[0,1]\n", - "sapm.filter(like='V').plot(ax=ax)\n", - "ax.set_ylabel('Voltage (V)')\n", + " ax = axes[0,2]\n", + " sapm_data.filter(like='P').plot(ax=ax)\n", + " ax.set_ylabel('Power (W)')\n", "\n", - "ax = axes[0,2]\n", - "sapm.filter(like='P').plot(ax=ax)\n", - "ax.set_ylabel('Power (W)')\n", + " ax = axes[1,0]\n", + " [ax.plot(sapm_data['Ee'], current, label=name) for name, current in sapm_data.filter(like='I').items()]\n", + " ax.set_ylabel('Current (A)')\n", + " ax.set_xlabel('Effective Irradiance')\n", + " ax.legend(loc=2)\n", "\n", - "ax = axes[1,0]\n", - "[ax.plot(sapm['Ee'], current, label=name) for name, current in sapm.filter(like='I').items()]\n", - "ax.set_ylabel('Current (A)')\n", - "ax.set_xlabel('Effective Irradiance')\n", - "ax.legend()\n", + " ax = axes[1,1]\n", + " [ax.plot(sapm_data['Ee'], voltage, label=name) for name, voltage in sapm_data.filter(like='V').items()]\n", + " ax.set_ylabel('Voltage (V)')\n", + " ax.set_xlabel('Effective Irradiance')\n", + " ax.legend(loc=4)\n", "\n", - "ax = axes[1,1]\n", - "[ax.plot(sapm['Ee'], voltage, label=name) for name, voltage in sapm.filter(like='V').items()]\n", - "ax.set_ylabel('Voltage (V)')\n", - "ax.set_xlabel('Effective Irradiance')\n", - "ax.legend()\n", + " ax = axes[1,2]\n", + " ax.plot(sapm_data['Ee'], sapm_data['Pmp'], label='Pmp')\n", + " ax.set_ylabel('Power (W)')\n", + " ax.set_xlabel('Effective Irradiance')\n", + " ax.legend(loc=2)\n", "\n", - "ax = axes[1,2]\n", - "ax.plot(sapm['Ee'], sapm['Pmp'])\n", - "ax.set_ylabel('Power (W)')\n", - "ax.set_xlabel('Effective Irradiance')\n", + " # needed to show the time ticks\n", + " for ax in axes.flatten():\n", + " for tk in ax.get_xticklabels():\n", + " tk.set_visible(True)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "collapsed": false + }, + "outputs": [ + { + "data": { + "image/png": [ + "iVBORw0KGgoAAAANSUhEUgAAA7YAAAIpCAYAAACWvaS6AAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", + "AAALEgAACxIB0t1+/AAAIABJREFUeJzs3Xd4XOWZ9/HvmRn1XkbF6rasxyqWbbkbF3o1NXRIFtiE\n", + "XrIhZDdk0643JFmSkMCGsEmAAEmA0EMzhOqKuyVbln1kyZLVrN77tPePkYxtJNfRnJF0f67Ll+1p\n", + "56fR6NG5z9M0l8uFEEIIIYQQQggxXpmMDiCEEEIIIYQQQpwOKWyFEEIIIYQQQoxrUtgKIYQQQggh\n", + "hBjXpLAVQgghhBBCCDGuSWErhBBCCCGEEGJck8JWCCGEEEIIIcS4ZjE6wDCl1PeBSwE/4Pe6rj9v\n", + 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cold, windy day')" ] }, { @@ -7782,7 +9705,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 27, "metadata": { "collapsed": false }, @@ -7798,7 +9721,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 28, "metadata": { "collapsed": false }, @@ -7806,10 +9729,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 24, + "execution_count": 28, "metadata": {}, "output_type": "execute_result" }, @@ -7817,254 +9740,277 @@ "data": { "image/png": [ "iVBORw0KGgoAAAANSUhEUgAAAfIAAAFKCAYAAADmCN3IAAAABHNCSVQICAgIfAhkiAAAAAlwSFlz\n", - "AAALEgAACxIB0t1+/AAAIABJREFUeJzt3Xd8XHeZ7/HPzKhaXbZky5JsyUU/d8dOhUASh4Qe2g2w\n", - "y8KFXMIFLnV3WS6XBXZhF5a6cLm71L1cssDSWUIghACppDghxd0/ybasZtkqVu/SzP3jzDjCsWVJ\n", - "PtIp832/XnpZGpXzPD4z55nzq5FEIoGIiIgEU9TrAERERGT+VMhFREQCTIVcREQkwFTIRUREAkyF\n", - "XEREJMBUyEVERAIsw+sAUowxTwJ9yS+PWWvf6mU8IiIiQeCLQm6MyQGw1u7yOhYREZEg8UUhB7YD\n", - 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"execution_count": 30, "metadata": { "collapsed": false }, @@ -8392,12 +10300,12 @@ " \n", " \n", " \n", - " 2014-01-01 00:00:00-07:00\n", + " 2014-04-01 00:00:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8414,12 +10322,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:05:00-07:00\n", + " 2014-04-01 00:00:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8436,12 +10344,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:10:00-07:00\n", + " 2014-04-01 00:01:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8458,12 +10366,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:15:00-07:00\n", + " 2014-04-01 00:01:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8480,12 +10388,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:20:00-07:00\n", + " 2014-04-01 00:02:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8502,12 +10410,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:25:00-07:00\n", + " 2014-04-01 00:02:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8524,12 +10432,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:30:00-07:00\n", + " 2014-04-01 00:03:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8546,12 +10454,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:35:00-07:00\n", + " 2014-04-01 00:03:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8568,12 +10476,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:40:00-07:00\n", + " 2014-04-01 00:04:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8590,12 +10498,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:45:00-07:00\n", + " 2014-04-01 00:04:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8612,12 +10520,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:50:00-07:00\n", + " 2014-04-01 00:05:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8634,12 +10542,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 00:55:00-07:00\n", + " 2014-04-01 00:05:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8656,12 +10564,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:00:00-07:00\n", + " 2014-04-01 00:06:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8678,12 +10586,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:05:00-07:00\n", + " 2014-04-01 00:06:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8700,12 +10608,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:10:00-07:00\n", + " 2014-04-01 00:07:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8722,12 +10630,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:15:00-07:00\n", + " 2014-04-01 00:07:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8744,12 +10652,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:20:00-07:00\n", + " 2014-04-01 00:08:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8766,12 +10674,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:25:00-07:00\n", + " 2014-04-01 00:08:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8788,12 +10696,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:30:00-07:00\n", + " 2014-04-01 00:09:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8810,12 +10718,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:35:00-07:00\n", + " 2014-04-01 00:09:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8832,12 +10740,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:40:00-07:00\n", + " 2014-04-01 00:10:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8854,12 +10762,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:45:00-07:00\n", + " 2014-04-01 00:10:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8876,12 +10784,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:50:00-07:00\n", + " 2014-04-01 00:11:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8898,12 +10806,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 01:55:00-07:00\n", + " 2014-04-01 00:11:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8920,12 +10828,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 02:00:00-07:00\n", + " 2014-04-01 00:12:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8942,12 +10850,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 02:05:00-07:00\n", + " 2014-04-01 00:12:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8964,12 +10872,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 02:10:00-07:00\n", + " 2014-04-01 00:13:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -8986,12 +10894,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 02:15:00-07:00\n", + " 2014-04-01 00:13:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9008,12 +10916,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 02:20:00-07:00\n", + " 2014-04-01 00:14:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9030,12 +10938,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 02:25:00-07:00\n", + " 2014-04-01 00:14:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9074,12 +10982,12 @@ " ...\n", " \n", " \n", - " 2014-01-01 21:35:00-07:00\n", + " 2014-04-01 23:45:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9096,12 +11004,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 21:40:00-07:00\n", + " 2014-04-01 23:46:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9118,12 +11026,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 21:45:00-07:00\n", + " 2014-04-01 23:46:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9140,12 +11048,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 21:50:00-07:00\n", + " 2014-04-01 23:47:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9162,12 +11070,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 21:55:00-07:00\n", + " 2014-04-01 23:47:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9184,12 +11092,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:00:00-07:00\n", + " 2014-04-01 23:48:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9206,12 +11114,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:05:00-07:00\n", + " 2014-04-01 23:48:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9228,12 +11136,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:10:00-07:00\n", + " 2014-04-01 23:49:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9250,12 +11158,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:15:00-07:00\n", + " 2014-04-01 23:49:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9272,12 +11180,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:20:00-07:00\n", + " 2014-04-01 23:50:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9294,12 +11202,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:25:00-07:00\n", + " 2014-04-01 23:50:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9316,12 +11224,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:30:00-07:00\n", + " 2014-04-01 23:51:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9338,12 +11246,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:35:00-07:00\n", + " 2014-04-01 23:51:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9360,12 +11268,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:40:00-07:00\n", + " 2014-04-01 23:52:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9382,12 +11290,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:45:00-07:00\n", + " 2014-04-01 23:52:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9404,12 +11312,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:50:00-07:00\n", + " 2014-04-01 23:53:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9426,12 +11334,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 22:55:00-07:00\n", + " 2014-04-01 23:53:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9448,12 +11356,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:00:00-07:00\n", + " 2014-04-01 23:54:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9470,12 +11378,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:05:00-07:00\n", + " 2014-04-01 23:54:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9492,12 +11400,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:10:00-07:00\n", + " 2014-04-01 23:55:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9514,12 +11422,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:15:00-07:00\n", + " 2014-04-01 23:55:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9536,12 +11444,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:20:00-07:00\n", + " 2014-04-01 23:56:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9558,12 +11466,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:25:00-07:00\n", + " 2014-04-01 23:56:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9580,12 +11488,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:30:00-07:00\n", + " 2014-04-01 23:57:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9602,12 +11510,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:35:00-07:00\n", + " 2014-04-01 23:57:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9624,12 +11532,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:40:00-07:00\n", + " 2014-04-01 23:58:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9646,12 +11554,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:45:00-07:00\n", + " 2014-04-01 23:58:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9668,12 +11576,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:50:00-07:00\n", + " 2014-04-01 23:59:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9690,12 +11598,12 @@ " NaN\n", " \n", " \n", - " 2014-01-01 23:55:00-07:00\n", + " 2014-04-01 23:59:30-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9712,12 +11620,12 @@ " NaN\n", " \n", " \n", - " 2014-01-02 00:00:00-07:00\n", + " 2014-04-02 00:00:00-07:00\n", " NaN\n", " inf\n", " 0.094\n", - " 0.465068\n", - " 8.268927e-10\n", + " 0.441271\n", + " 5.330515e-11\n", " 0\n", " 0.022756\n", " 0\n", @@ -9735,203 +11643,203 @@ " \n", " \n", "\n", - "

289 rows × 19 columns

\n", + "

2881 rows × 19 columns

\n", "" ], "text/plain": [ " Isc Rsh Rs nNsVth I0 IL \\\n", - "2014-01-01 00:00:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:05:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:10:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:15:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:20:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:25:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:30:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:35:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:40:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:45:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:50:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 00:55:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 01:00:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - 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5.330515e-11 0 \n", + "2014-04-01 00:05:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:06:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:06:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:07:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:07:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:08:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:08:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:09:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:09:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:10:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:10:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:11:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:11:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:12:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:12:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:13:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:13:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:14:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 00:14:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", "... ... ... ... ... ... .. \n", - "2014-01-01 21:35:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 21:40:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 21:45:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 21:50:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 21:55:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 22:00:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 22:05:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - "2014-01-01 22:10:00-07:00 NaN inf 0.094 0.465068 8.268927e-10 0 \n", - 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5.330515e-11 0 \n", + "2014-04-01 23:48:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:49:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:49:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:50:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:50:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:51:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:51:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:52:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:52:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:53:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:53:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:54:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:54:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:55:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:55:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:56:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:56:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:57:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:57:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:58:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:58:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:59:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-01 23:59:30-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", + "2014-04-02 00:00:00-07:00 NaN inf 0.094 0.441271 5.330515e-11 0 \n", "\n", " VH VL V1 V2 f1 f2 SW_Flag \\\n", - "2014-01-01 00:00:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:05:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:10:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:15:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:20:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:25:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:30:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:35:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:40:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:45:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:50:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 00:55:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 01:00:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 01:05:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 01:10:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 01:15:00-07:00 0.022756 0 0.022756 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0.014064 NaN NaN False \n", - "2014-01-01 02:25:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:00:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:00:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:01:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:01:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:02:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:02:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:03:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:03:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:04:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:04:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:05:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:05:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:06:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:06:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:07:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:07:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:08:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:08:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:09:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:09:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:10:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:10:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:11:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:11:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 00:12:00-07:00 0.022756 0 0.022756 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22:10:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:15:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:20:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:25:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:30:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:35:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:40:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:45:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:50:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 22:55:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:00:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:05:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:10:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:15:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:20:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:25:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:30:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:35:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:40:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:45:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:50:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-01 23:55:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", - "2014-01-02 00:00:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:45:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:46:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:46:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:47:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:47:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:48:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:48:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:49:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:49:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:50:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:50:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:51:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:51:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:52:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:52:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:53:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:53:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:54:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:54:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:55:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:55:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:56:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:56:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:57:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:57:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:58:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:58:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:59:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-01 23:59:30-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", + "2014-04-02 00:00:00-07:00 0.022756 0 0.022756 0.014064 NaN NaN False \n", "\n", " Imp Voc Vmp Pmp Ix Ixx \n", - "2014-01-01 00:00:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:05:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:10:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:15:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:20:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:25:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:30:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:35:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:40:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:45:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:50:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 00:55:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 01:00:00-07:00 NaN 0.019739 0.022756 NaN NaN NaN \n", - "2014-01-01 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Returns ------- From 43aad58eb1278fdf686cf9e9de50b40623bc5b46 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sun, 19 Apr 2015 16:25:33 -0700 Subject: [PATCH 09/13] update systemdef for new conventions --- pvlib/pvsystem.py | 45 ++++++++++++++++++------------------- pvlib/test/test_pvsystem.py | 18 +++++++-------- 2 files changed, 31 insertions(+), 32 deletions(-) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index 998d173ac5..f0ed958d86 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -22,7 +22,7 @@ -def systemdef(meta, surftilt, surfaz, albedo, series_modules, +def systemdef(meta, surface_tilt, surface_azimuth, albedo, series_modules, parallel_modules): ''' Generates a dict of system paramters used throughout a simulation. @@ -45,23 +45,22 @@ def systemdef(meta, surftilt, surfaz, albedo, series_modules, meta.TZ Float timezone =============== ====== ==================== - surftilt : float or DataFrame + surface_tilt : float or Series Surface tilt angles in decimal degrees. - surftilt must be >=0 and <=180. The tilt angle is defined as - degrees from horizontal (e.g. surface facing up = 0, surface facing - horizon = 90) + The tilt angle is defined as degrees from horizontal + (e.g. surface facing up = 0, surface facing horizon = 90) - surfaz : float or DataFrame + surface_azimuth : float or Series Surface azimuth angles in decimal degrees. surfaz must be >=0 and <=360. The Azimuth convention is defined as degrees east of north (e.g. North = 0, South=180 East = 90, West = 270). - albedo : float or DataFrame + albedo : float or Series Ground reflectance, typically 0.1-0.4 for surfaces on Earth (land), may increase over snow, ice, etc. May also be known as the reflection coefficient. Must be >=0 and <=1. - series_modules : float + series_modules : int Number of modules connected in series in a string. parallel_modules : int @@ -73,21 +72,21 @@ def systemdef(meta, surftilt, surfaz, albedo, series_modules, A dict with the following fields. - * 'surftilt' - * 'surfaz' + * 'surface_tilt' + * 'surface_azimuth' * 'albedo' * 'series_modules' * 'parallel_modules' * 'latitude' * 'longitude' - * 'TZ' + * 'tz' * 'name' * 'altitude' See also -------- - readtmy3 - readtmy2 + tmy.readtmy3 + tmy.readtmy2 ''' try: @@ -95,16 +94,16 @@ def systemdef(meta, surftilt, surfaz, albedo, series_modules, except KeyError: name = meta['City'] - system = {'surftilt':surftilt, - 'surfaz':surfaz, - 'albedo':albedo, - 'series_modules':series_modules, - 'parallel_modules':parallel_modules, - 'latitude':meta['latitude'], - 'longitude':meta['longitude'], - 'TZ':meta['TZ'], - 'name':name, - 'altitude':meta['altitude']} + system = {'surface_tilt': surface_tilt, + 'surface_azimuth': surface_azimuth, + 'albedo': albedo, + 'series_modules': series_modules, + 'parallel_modules': parallel_modules, + 'latitude': meta['latitude'], + 'longitude': meta['longitude'], + 'tz': meta['TZ'], + 'name': name, + 'altitude': meta['altitude']} return system diff --git a/pvlib/test/test_pvsystem.py b/pvlib/test/test_pvsystem.py index 202ab1a85d..2bf2868818 100644 --- a/pvlib/test/test_pvsystem.py +++ b/pvlib/test/test_pvsystem.py @@ -44,7 +44,7 @@ tmy2_data, tmy2_metadata = tmy.readtmy2(tmy2_testfile) def test_systemdef_tmy3(): - expected = {'TZ': -9.0, + expected = {'tz': -9.0, 'albedo': 0.1, 'altitude': 7.0, 'latitude': 55.317, @@ -52,12 +52,12 @@ def test_systemdef_tmy3(): 'name': '"SAND POINT"', 'parallel_modules': 5, 'series_modules': 5, - 'surfaz': 0, - 'surftilt': 0} + 'surface_azimuth': 0, + 'surface_tilt': 0} assert_equals(expected, pvsystem.systemdef(tmy3_metadata, 0, 0, .1, 5, 5)) def test_systemdef_tmy2(): - expected = {'TZ': -5, + expected = {'tz': -5, 'albedo': 0.1, 'altitude': 2.0, 'latitude': 25.8, @@ -65,12 +65,12 @@ def test_systemdef_tmy2(): 'name': 'MIAMI', 'parallel_modules': 5, 'series_modules': 5, - 'surfaz': 0, - 'surftilt': 0} + 'surface_azimuth': 0, + 'surface_tilt': 0} assert_equals(expected, pvsystem.systemdef(tmy2_metadata, 0, 0, .1, 5, 5)) def test_systemdef_dict(): - expected = {'TZ': -8, ## Note that TZ is float, but Location sets tz as string + expected = {'tz': -8, ## Note that TZ is float, but Location sets tz as string 'albedo': 0.1, 'altitude': 10, 'latitude': 37.8, @@ -78,8 +78,8 @@ def test_systemdef_dict(): 'name': 'Oakland', 'parallel_modules': 5, 'series_modules': 5, - 'surfaz': 0, - 'surftilt': 5} + 'surface_azimuth': 0, + 'surface_tilt': 5} assert_equals(expected, pvsystem.systemdef(meta, 5, 0, .1, 5, 5)) From 54d756ffdf965eb17caaa11b71f3042f516120c0 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sun, 19 Apr 2015 16:43:44 -0700 Subject: [PATCH 10/13] more pep8 --- pvlib/pvsystem.py | 57 +++++++++++++++++++---------------------------- 1 file changed, 23 insertions(+), 34 deletions(-) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index f0ed958d86..bf5eaaa19f 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -8,7 +8,6 @@ import logging pvl_logger = logging.getLogger('pvlib') -import os import io try: from urllib2 import urlopen @@ -21,8 +20,7 @@ from pvlib import tools - -def systemdef(meta, surface_tilt, surface_azimuth, albedo, series_modules, +def systemdef(meta, surface_tilt, surface_azimuth, albedo, series_modules, parallel_modules): ''' Generates a dict of system paramters used throughout a simulation. @@ -52,8 +50,9 @@ def systemdef(meta, surface_tilt, surface_azimuth, albedo, series_modules, surface_azimuth : float or Series Surface azimuth angles in decimal degrees. - surfaz must be >=0 and <=360. The Azimuth convention is defined - as degrees east of north (e.g. North = 0, South=180 East = 90, West = 270). + The azimuth convention is defined + as degrees east of north + (North=0, South=180, East=90, West=270). albedo : float or Series Ground reflectance, typically 0.1-0.4 for @@ -108,7 +107,6 @@ def systemdef(meta, surface_tilt, surface_azimuth, albedo, series_modules, return system - def ashraeiam(b, theta): ''' Determine the incidence angle modifier using the ASHRAE transmission model. @@ -165,8 +163,7 @@ def ashraeiam(b, theta): IAM[IAM < 0] = np.nan return IAM - - + def physicaliam(K, L, n, theta): ''' @@ -263,7 +260,6 @@ def physicaliam(K, L, n, theta): return IAM - def calcparams_desoto(S, Tcell, alpha_isc, module_parameters, EgRef, dEgdT, M=1, Sref=1000, Tref=25): ''' @@ -469,7 +465,6 @@ def calcparams_desoto(S, Tcell, alpha_isc, module_parameters, EgRef, dEgdT, Rs = Rs_ref return IL, I0, Rs, Rsh, nNsVth - def retrieve_sam(name=None, samfile=None): @@ -530,7 +525,7 @@ def retrieve_sam(name=None, samfile=None): Mppt_high 500.000000 Name: AE_Solar_Energy__AE6_0__277V__277V__CEC_2012_, dtype: float64 ''' - + if name is not None: name = name.lower() @@ -542,10 +537,10 @@ def retrieve_sam(name=None, samfile=None): url = 'https://sam.nrel.gov/sites/sam.nrel.gov/files/sam-library-sandia-inverters-2014-1-14.csv' elif samfile is None: raise ValueError('invalid name {}'.format(name)) - + if name is None and samfile is None: raise ValueError('must supply name or samfile') - + if samfile is None: pvl_logger.info('retrieving {} from {}'.format(name, url)) response = urlopen(url) @@ -557,19 +552,18 @@ def retrieve_sam(name=None, samfile=None): csvdata = askopenfilename() else: csvdata = samfile - + return _parse_raw_sam_df(csvdata) - - - + + def _parse_raw_sam_df(csvdata): df = pd.read_csv(csvdata, index_col=0) parsedindex = [] for index in df.index: - parsedindex.append(index.replace(' ','_').replace('-','_') - .replace('.','_').replace('(','_') - .replace(')','_').replace('[','_') - .replace(']','_').replace(':','_')) + parsedindex.append(index.replace(' ', '_').replace('-', '_') + .replace('.', '_').replace('(', '_') + .replace(')', '_').replace('[', '_') + .replace(']', '_').replace(':', '_')) df.index = parsedindex df = df.transpose() @@ -577,7 +571,6 @@ def _parse_raw_sam_df(csvdata): return df - def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): ''' The Sandia PV Array Performance Model (SAPM) generates 5 points on a PV @@ -807,7 +800,6 @@ def sapm_celltemp(irrad, wind, temp, model='open_rack_cell_glassback'): return {'tcell':tcell, 'tmodule':tmodule} - def singlediode(Module, IL, I0, Rs, Rsh, nNsVth, **kwargs): ''' Solve the single-diode model to obtain a photovoltaic IV curve. @@ -910,13 +902,13 @@ def singlediode(Module, IL, I0, Rs, Rsh, nNsVth, **kwargs): # Find Isc using Lambert W Isc = I_from_V(Rsh=Rsh, Rs=Rs, nNsVth=nNsVth, V=0.01, I0=I0, IL=IL) - #If passed a dataframe, output a dataframe, if passed a list or scalar, - #return a dict + # If passed a dataframe, output a dataframe, if passed a list or scalar, + # return a dict if isinstance(Rsh, pd.Series): - DFOut = pd.DataFrame({'Isc':Isc}) + DFOut = pd.DataFrame({'Isc': Isc}) DFOut.index = Rsh.index else: - DFOut = {'Isc':Isc} + DFOut = {'Isc': Isc} DFOut['Rsh'] = Rsh DFOut['Rs'] = Rs @@ -926,7 +918,7 @@ def singlediode(Module, IL, I0, Rs, Rsh, nNsVth, **kwargs): __, Voc_return = golden_sect_DataFrame(DFOut, 0, Module.V_oc_ref*1.6, Voc_optfcn) - Voc = Voc_return.copy() #create an immutable copy + Voc = Voc_return.copy() Pmp, Vmax = golden_sect_DataFrame(DFOut, 0, Module.V_oc_ref*1.14, pwr_optfcn) @@ -963,12 +955,11 @@ def singlediode(Module, IL, I0, Rs, Rsh, nNsVth, **kwargs): return DFOut - # Created April,2014 # Author: Rob Andrews, Calama Consulting # These may become private methods in 0.2 -def golden_sect_DataFrame(df,VL,VH,func): +def golden_sect_DataFrame(df, VL, VH, func): ''' Vectorized golden section search for finding MPPT from a dataframe timeseries. @@ -1038,8 +1029,7 @@ def golden_sect_DataFrame(df,VL,VH,func): return func(df,'V1') , df['V1'] - -def pwr_optfcn(df,loc): +def pwr_optfcn(df, loc): ''' Function to find power from I_from_V. @@ -1051,7 +1041,7 @@ def pwr_optfcn(df,loc): return I*df[loc] -def Voc_optfcn(df,loc): +def Voc_optfcn(df, loc): ''' Function to find V_oc from I_from_V. @@ -1086,7 +1076,6 @@ def I_from_V(Rsh, Rs, nNsVth, V, I0, IL): return I.real - def snlinverter(inverter, Vmp, Pmp): ''' Converts DC power and voltage to AC power using From 78b28c3efd0a77f6985c43d85130efbafd18fe71 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sun, 19 Apr 2015 16:52:50 -0700 Subject: [PATCH 11/13] more pvlib style fixes --- pvlib/pvsystem.py | 46 ++++++++++++++++++------------------- pvlib/test/test_pvsystem.py | 35 +++++++++++----------------- 2 files changed, 37 insertions(+), 44 deletions(-) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index bf5eaaa19f..ed1a136873 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -107,7 +107,7 @@ def systemdef(meta, surface_tilt, surface_azimuth, albedo, series_modules, return system -def ashraeiam(b, theta): +def ashraeiam(b, aoi): ''' Determine the incidence angle modifier using the ASHRAE transmission model. @@ -124,7 +124,7 @@ def ashraeiam(b, theta): b : float A parameter to adjust the modifier as a function of angle of incidence. Typical values are on the order of 0.05 [3]. - theta : Series + aoi : Series The angle of incidence between the module normal vector and the sun-beam vector in degrees. @@ -132,10 +132,10 @@ def ashraeiam(b, theta): ------- IAM : Series - The incident angle modifier calculated as 1-b*(sec(theta)-1) as + The incident angle modifier calculated as 1-b*(sec(aoi)-1) as described in [2,3]. - Returns nan for all abs(theta) >= 90 and for all IAM values + Returns nan for all abs(aoi) >= 90 and for all IAM values that would be less than 0. References @@ -157,15 +157,15 @@ def ashraeiam(b, theta): physicaliam ''' - IAM = 1 - b*((1/np.cos(np.radians(theta)) - 1)) + IAM = 1 - b*((1/np.cos(np.radians(aoi)) - 1)) - IAM[abs(theta) >= 90] = np.nan + IAM[abs(aoi) >= 90] = np.nan IAM[IAM < 0] = np.nan return IAM -def physicaliam(K, L, n, theta): +def physicaliam(K, L, n, aoi): ''' Determine the incidence angle modifier using refractive index, glazing thickness, and extinction coefficient @@ -201,7 +201,7 @@ def physicaliam(K, L, n, theta): numeric scalar or vector with all values >=0. If n is a vector, it must be the same size as all other input vectors. - theta : Series + aoi : Series The angle of incidence between the module normal vector and the sun-beam vector in degrees. @@ -234,13 +234,13 @@ def physicaliam(K, L, n, theta): spa ashraeiam ''' - thetar_deg = tools.asind(1.0 / n*(tools.sind(theta))) + thetar_deg = tools.asind(1.0 / n*(tools.sind(aoi))) tau = ( np.exp(- 1.0 * (K*L / tools.cosd(thetar_deg))) * - ((1 - 0.5*((((tools.sind(thetar_deg - theta)) ** 2) / - ((tools.sind(thetar_deg + theta)) ** 2) + - ((tools.tand(thetar_deg - theta)) ** 2) / - ((tools.tand(thetar_deg + theta)) ** 2))))) ) + ((1 - 0.5*((((tools.sind(thetar_deg - aoi)) ** 2) / + ((tools.sind(thetar_deg + aoi)) ** 2) + + ((tools.tand(thetar_deg - aoi)) ** 2) / + ((tools.tand(thetar_deg + aoi)) ** 2))))) ) zeroang = 1e-06 @@ -254,14 +254,14 @@ def physicaliam(K, L, n, theta): IAM = tau / tau0 - IAM[abs(theta) >= 90] = np.nan + IAM[abs(aoi) >= 90] = np.nan IAM[IAM < 0] = np.nan return IAM -def calcparams_desoto(S, Tcell, alpha_isc, module_parameters, EgRef, dEgdT, - M=1, Sref=1000, Tref=25): +def calcparams_desoto(S, temp_cell, alpha_isc, module_parameters, EgRef, + dEgdT, M=1, Sref=1000, Tref=25): ''' Applies the temperature and irradiance corrections to inputs for singlediode. @@ -275,10 +275,10 @@ def calcparams_desoto(S, Tcell, alpha_isc, module_parameters, EgRef, dEgdT, Parameters ---------- - S : float or DataFrame + S : float or Series The irradiance (in W/m^2) absorbed by the module. - Tcell : float or DataFrame + temp_cell : float or Series The average cell temperature of cells within a module in C. alpha_isc : float @@ -452,7 +452,7 @@ def calcparams_desoto(S, Tcell, alpha_isc, module_parameters, EgRef, dEgdT, k = 8.617332478e-05 Tref_K = Tref + 273.15 - Tcell_K = Tcell + 273.15 + Tcell_K = temp_cell + 273.15 E_g = EgRef * (1 + dEgdT*(Tcell_K - Tref_K)) @@ -800,7 +800,7 @@ def sapm_celltemp(irrad, wind, temp, model='open_rack_cell_glassback'): return {'tcell':tcell, 'tmodule':tmodule} -def singlediode(Module, IL, I0, Rs, Rsh, nNsVth, **kwargs): +def singlediode(module, IL, I0, Rs, Rsh, nNsVth, **kwargs): ''' Solve the single-diode model to obtain a photovoltaic IV curve. @@ -823,7 +823,7 @@ def singlediode(Module, IL, I0, Rs, Rsh, nNsVth, **kwargs): Parameters ---------- - Module : DataFrame + module : DataFrame A DataFrame defining the SAPM performance parameters. IL : float or DataFrame @@ -916,11 +916,11 @@ def singlediode(Module, IL, I0, Rs, Rsh, nNsVth, **kwargs): DFOut['I0'] = I0 DFOut['IL'] = IL - __, Voc_return = golden_sect_DataFrame(DFOut, 0, Module.V_oc_ref*1.6, + __, Voc_return = golden_sect_DataFrame(DFOut, 0, module.V_oc_ref*1.6, Voc_optfcn) Voc = Voc_return.copy() - Pmp, Vmax = golden_sect_DataFrame(DFOut, 0, Module.V_oc_ref*1.14, + Pmp, Vmax = golden_sect_DataFrame(DFOut, 0, module.V_oc_ref*1.14, pwr_optfcn) Imax = I_from_V(Rsh=Rsh, Rs=Rs, nNsVth=nNsVth, V=Vmax, I0=I0, IL=IL) # Invert the Power-Current curve. Find the current where the inverted power diff --git a/pvlib/test/test_pvsystem.py b/pvlib/test/test_pvsystem.py index 2bf2868818..79b03058eb 100644 --- a/pvlib/test/test_pvsystem.py +++ b/pvlib/test/test_pvsystem.py @@ -83,17 +83,14 @@ def test_systemdef_dict(): assert_equals(expected, pvsystem.systemdef(meta, 5, 0, .1, 5, 5)) - def test_ashraeiam(): thetas = pd.Series(np.linspace(-180,180,361)) iam = pvsystem.ashraeiam(.05, thetas) - - - + + def test_physicaliam(): thetas = pd.Series(np.linspace(-180,180,361)) iam = pvsystem.physicaliam(4, 0.002, 1.526, thetas) - # if this completes successfully we'll be able to do more tests below. @@ -102,9 +99,8 @@ def test_retrieve_sam_network(): sam_data['cecmod'] = pvsystem.retrieve_sam('cecmod') sam_data['sandiamod'] = pvsystem.retrieve_sam('sandiamod') sam_data['sandiainverter'] = pvsystem.retrieve_sam('sandiainverter') - - - + + def test_sapm(): modules = sam_data['sandiamod'] module = modules.Canadian_Solar_CS5P_220M___2009_ @@ -113,40 +109,37 @@ def test_sapm(): sapm = pvsystem.sapm(module.to_dict(), irrad_data.DNI, irrad_data.DHI, 25, am, aoi) - - - + + def test_calcparams_desoto(): cecmodule = sam_data['cecmod'].Example_Module pvsystem.calcparams_desoto(S=irrad_data.GHI, - Tcell=25, + temp_cell=25, alpha_isc=cecmodule['Alpha_sc'], module_parameters=cecmodule, EgRef=1.121, dEgdT=-0.0002677) - - + def test_singlediode(): cecmodule = sam_data['cecmod'].Example_Module IL, I0, Rs, Rsh, nNsVth = pvsystem.calcparams_desoto(S=irrad_data.GHI, - Tcell=25, + temp_cell=25, alpha_isc=cecmodule['Alpha_sc'], module_parameters=cecmodule, EgRef=1.121, dEgdT=-0.0002677) - pvsystem.singlediode(Module=cecmodule, IL=IL, I0=I0, Rs=Rs, Rsh=Rsh, + pvsystem.singlediode(module=cecmodule, IL=IL, I0=I0, Rs=Rs, Rsh=Rsh, nNsVth=nNsVth) - - + def test_sapm_celltemp(): default = pvsystem.sapm_celltemp(900, 5, 20) assert_almost_equals(43.509, default['tcell'], 3) assert_almost_equals(40.809, default['tmodule'], 3) - assert_equals(default, pvsystem.sapm_celltemp(900, 5, 20, [-3.47, -.0594, 3])) - - + assert_equals(default, pvsystem.sapm_celltemp(900, 5, 20, + [-3.47, -.0594, 3])) + def test_snlinverter(): inverters = sam_data['sandiainverter'] From fb7c1c6a2388b04102197825650a578b614a50c4 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sun, 19 Apr 2015 17:26:44 -0700 Subject: [PATCH 12/13] more doc fixes --- pvlib/pvsystem.py | 29 ++++++++++++++--------------- 1 file changed, 14 insertions(+), 15 deletions(-) diff --git a/pvlib/pvsystem.py b/pvlib/pvsystem.py index ed1a136873..e3beb9bfb8 100644 --- a/pvlib/pvsystem.py +++ b/pvlib/pvsystem.py @@ -23,7 +23,7 @@ def systemdef(meta, surface_tilt, surface_azimuth, albedo, series_modules, parallel_modules): ''' - Generates a dict of system paramters used throughout a simulation. + Generates a dict of system parameters used throughout a simulation. Parameters ---------- @@ -84,8 +84,8 @@ def systemdef(meta, surface_tilt, surface_azimuth, albedo, series_modules, See also -------- - tmy.readtmy3 - tmy.readtmy2 + pvlib.tmy.readtmy3 + pvlib.tmy.readtmy2 ''' try: @@ -207,25 +207,25 @@ def physicaliam(K, L, n, aoi): Returns ------- - IAM : float + IAM : float or Series The incident angle modifier as specified in eqns. 14-16 of [1]. IAM is a column vector with the same number of elements as the largest input vector. Theta must be a numeric scalar or vector. - For any values of theta where abs(theta)>90, IAM is set to 0. For any - values of theta where -90 < theta < 0, theta is set to abs(theta) and - evaluated. A warning will be generated if any(theta<0 or theta>90). + For any values of theta where abs(aoi)>90, IAM is set to 0. For any + values of aoi where -90 < aoi < 0, theta is set to abs(aoi) and + evaluated. References ---------- [1] W. De Soto et al., "Improvement and validation of a model for - photovoltaic array performance", Solar Energy, vol 80, pp. 78-88, - 2006. + photovoltaic array performance", Solar Energy, vol 80, pp. 78-88, + 2006. [2] Duffie, John A. & Beckman, William A.. (2006). Solar Engineering - of Thermal Processes, third edition. [Books24x7 version] Available - from http://common.books24x7.com/toc.aspx?bookid=17160. + of Thermal Processes, third edition. [Books24x7 version] Available + from http://common.books24x7.com/toc.aspx?bookid=17160. See Also -------- @@ -653,7 +653,7 @@ def sapm(module, poa_direct, poa_diffuse, temp_cell, airmass_absolute, aoi): See Also -------- - retrievesam + retrieve_sam sapm_celltemp ''' @@ -1147,15 +1147,14 @@ def snlinverter(inverter, Vmp, Pmp): References ---------- - [1] (SAND2007-5036, "Performance Model for Grid-Connected Photovoltaic - Inverters by D. King, S. Gonzalez, G. Galbraith, W. Boyson) + [1] SAND2007-5036, "Performance Model for Grid-Connected Photovoltaic + Inverters by D. King, S. Gonzalez, G. Galbraith, W. Boyson [2] System Advisor Model web page. https://sam.nrel.gov. See also -------- sapm - samlibrary singlediode ''' From 4361e92a7d23e26160714441e6721ae56e888a67 Mon Sep 17 00:00:00 2001 From: Will Holmgren Date: Sun, 19 Apr 2015 17:26:58 -0700 Subject: [PATCH 13/13] add iv curves to tutorial --- docs/tutorials/pvsystem.ipynb | 1559 +++++++++++++++++++++++++++------ 1 file changed, 1311 insertions(+), 248 deletions(-) diff --git a/docs/tutorials/pvsystem.ipynb b/docs/tutorials/pvsystem.ipynb index 24fa5db25d..15ef626d64 100644 --- a/docs/tutorials/pvsystem.ipynb +++ b/docs/tutorials/pvsystem.ipynb @@ -11,7 +11,16 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "This tutorial explores the ``pvlib.pvsystem`` module. The module has functions for importing PV module and inverter data and functions for modeling module and inverter performance." + "This tutorial explores the ``pvlib.pvsystem`` module. The module has functions for importing PV module and inverter data and functions for modeling module and inverter performance.\n", + "\n", + "1. [systemdef](#systemdef)\n", + "2. [Angle of Incidence Modifiers](#Angle-of-Incidence-Modifiers)\n", + "2. [Sandia Cell Temp correction](#Sandia-Cell-Temp-correction)\n", + "2. [Sandia Inverter Model](#snlinverter)\n", + "2. [Sandia Array Performance Model](#SAPM)\n", + " 1. [SAPM IV curves](#SAPM-IV-curves)\n", + "2. [DeSoto Model](#desoto)\n", + "2. [Single Diode Model](#Single-diode-model)" ] }, { @@ -95,16 +104,16 @@ { "data": { "text/plain": [ - "{'TZ': -9.0,\n", - " 'albedo': 0.1,\n", + "{'albedo': 0.1,\n", " 'altitude': 7.0,\n", " 'latitude': 55.317,\n", " 'longitude': -160.517,\n", " 'name': '\"SAND POINT\"',\n", " 'parallel_modules': 5,\n", " 'series_modules': 5,\n", - " 'surfaz': 0,\n", - " 'surftilt': 0}" + " 'surface_azimuth': 0,\n", + " 'surface_tilt': 0,\n", + " 'tz': -9.0}" ] }, "execution_count": 4, @@ -126,16 +135,16 @@ { "data": { "text/plain": [ - "{'TZ': -5,\n", - " 'albedo': 0.1,\n", + "{'albedo': 0.1,\n", " 'altitude': 2.0,\n", " 'latitude': 25.8,\n", " 'longitude': -80.26666666666667,\n", " 'name': 'MIAMI',\n", " 'parallel_modules': 5,\n", " 'series_modules': 5,\n", - " 'surfaz': 0,\n", - " 'surftilt': 0}" + " 'surface_azimuth': 0,\n", + " 'surface_tilt': 0,\n", + " 'tz': -5}" ] }, "execution_count": 5, @@ -164,7 +173,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 6, @@ -406,7 +415,7 @@ "AAAAAElFTkSuQmCC\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -432,7 +441,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -667,7 +676,7 @@ "UXiLiIi0GIW3iIhIi/n/GtWamulE1k4AAAAASUVORK5CYII=\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -693,7 +702,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -1024,7 +1033,7 @@ "RU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1121,7 +1130,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11, @@ -1507,7 +1516,7 @@ "AAAASUVORK5CYII=\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1541,7 +1550,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -1942,7 +1951,7 @@ "m00O4gAAAABJRU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -1976,7 +1985,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 13, @@ -2372,7 +2381,7 @@ "RU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -2406,7 +2415,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -2714,7 +2723,7 @@ "Y3CNqSRJE+GdtiRJE2FpS5I0EZa2JEkTYWlLkjQRlrYkSRPxF0E0UMECt8AgAAAAAElFTkSuQmCC\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -3486,7 +3495,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 16, @@ -3722,7 +3731,7 @@ "6EVERGKYil5ERCSGqehFRERi2P8PkxZx28DHtS8AAAAASUVORK5CYII=\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -3752,7 +3761,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### SAPM and singlediode" + "### SAPM" ] }, { @@ -7995,7 +8004,7 @@ "tHRsIyIiIiIioqWlYxsREREREREt7U8+Ug33YFVcVAAAAABJRU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -9237,7 +9246,7 @@ "h8Au3NOEwgAAAABJRU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -9263,7 +9272,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 26, @@ -9681,7 +9690,7 @@ "4Dg6XQLhAAAAAElFTkSuQmCC\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -9700,19 +9709,1022 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The same data run through the desoto model." + "#### SAPM IV curves" ] }, { "cell_type": "code", "execution_count": 27, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "import warnings\n", + "warnings.simplefilter('ignore', np.RankWarning)" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "def sapm_to_ivframe(sapm_row):\n", + " pnt = sapm_row.T.ix[:,0]\n", + "\n", + " ivframe = {'Isc': (pnt['Isc'], 0),\n", + " 'Pmp': (pnt['Imp'], pnt['Vmp']),\n", + " 'Ix': (pnt['Ix'], 0.5*pnt['Voc']),\n", + " 'Ixx': (pnt['Ixx'], 0.5*(pnt['Voc']+pnt['Vmp'])),\n", + " 'Voc': (0, pnt['Voc'])}\n", + " ivframe = pd.DataFrame(ivframe, index=['current', 'voltage']).T\n", + " ivframe = ivframe.sort('voltage')\n", + " \n", + " return ivframe\n", + "\n", + "def ivframe_to_ivcurve(ivframe, points=100):\n", + " ivfit_coefs = np.polyfit(ivframe['voltage'], ivframe['current'], 30)\n", + " fit_voltages = np.linspace(0, ivframe.ix['Voc', 'voltage'], points)\n", + " fit_currents = np.polyval(ivfit_coefs, fit_voltages)\n", + " \n", + " return fit_voltages, fit_currents" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": { + "collapsed": false, + "scrolled": true + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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"times = ['2014-04-01 07:00:00', '2014-04-01 08:00:00', '2014-04-01 09:00:00', \n", + " '2014-04-01 10:00:00', '2014-04-01 11:00:00', '2014-04-01 12:00:00']\n", + "times.reverse()\n", + "\n", + "fig, ax = plt.subplots(1, 1, figsize=(12,8))\n", + "\n", + "for time in times:\n", + " ivframe = sapm_to_ivframe(sapm_1[time])\n", + "\n", + " fit_voltages, fit_currents = ivframe_to_ivcurve(ivframe)\n", + "\n", + " ax.plot(fit_voltages, fit_currents, label=time)\n", + " ax.plot(ivframe['voltage'], ivframe['current'], 'ko')\n", + " \n", + "ax.set_xlabel('Voltage (V)')\n", + "ax.set_ylabel('Current (A)')\n", + "ax.set_ylim(0, None)\n", + "ax.set_title('IV curves at multiple times')\n", + "ax.legend()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### desoto" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The same data run through the desoto model." + ] + }, + { + "cell_type": "code", + "execution_count": 31, "metadata": { "collapsed": false }, "outputs": [], "source": [ "IL, I0, Rs, Rsh, nNsVth = pvsystem.calcparams_desoto(S=irrad_data.GHI,\n", - " Tcell=temps['tcell'],\n", + " temp_cell=temps['tcell'],\n", " alpha_isc=cecmodule['Alpha_sc'],\n", " module_parameters=cecmodule,\n", " EgRef=1.121,\n", @@ -9721,7 +10733,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 32, "metadata": { "collapsed": false }, @@ -9729,10 +10741,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 28, + "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, @@ -10010,7 +11022,7 @@ "TkSuQmCC\n" ], "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -10024,7 +11036,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 33, "metadata": { "collapsed": false }, @@ -10032,218 +11044,268 @@ { "data": { "text/plain": [ - "" + "(0, 100)" ] }, - "execution_count": 29, + "execution_count": 33, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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+12902,13 @@ "[2881 rows x 19 columns]" ] }, - "execution_count": 30, + "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "sdDFOut = pvsystem.singlediode(Module=cecmodule,\n", + "sdDFOut = pvsystem.singlediode(module=cecmodule,\n", " IL=IL,\n", " I0=I0,\n", " Rs=Rs,\n", @@ -11856,7 +12919,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 35, "metadata": { "collapsed": false }, @@ -11864,10 +12927,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 31, + "execution_count": 35, "metadata": {}, "output_type": "execute_result" }, @@ -12121,7 +13184,7 @@ "AABJRU5ErkJggg==\n" ], "text/plain": [ - "" + "" ] }, "metadata": {},