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add translator for OND files #1888

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130 changes: 130 additions & 0 deletions pvlib/data/Huawei_Sun2000_40KTL_US_SLR.OND
Original file line number Diff line number Diff line change
@@ -0,0 +1,130 @@
PVObject_=pvGInverter
Comment=Huawei Technologies SUN2000-40KTL-US Manufacturer 2018
Version=7.3.1
ParObj1=2017
ParObj2=2020
Flags=$803C1540

PVObject_Commercial=pvCommercial
Comment=www.huawei.com (China)
Flags=$0041
Manufacturer=Huawei Technologies
Model=SUN2000-40KTL-US
DataSource=Manufacturer 2018
YearBeg=2017
YearEnd=2020
Width=0.930
Height=0.550
Depth=0.260
Weight=60.000
NPieces=100
PriceDate=25/04/23 12:26
Remarks, Count=3
Str_1=Technology: transformerless, 16 kHz, IGBT
Str_2=Protection: -25 - +60°C, IP 65, outdoor installation
Str_3=Control: LED indicator, Bluetooth + APP, USB data cable + APP
End of Remarks=Control: LED indicator, Bluetooth + APP, USB data cable + APP
End of PVObject pvCommercial
Transfo=Without

Converter=TConverter
PNomConv=40.000
PMaxOUT=44.000
VOutConv=480.0
VMppMin=200
VMPPMax=1000
VmppNom=720.0
VAbsMax=1000
PSeuil=80.0
EfficMax=98.90
EfficEuro=0.00
FResNorm=0.00
ModeOper=MPPT
CompPMax=Lim
CompVMax=Lim
MonoTri=Tri
ModeAffEnum=Efficf_PIn
UnitAffEnum=kW
PMaxDC=45.000
IDCMax=0.0
IMaxDC=88.0
INomAC=48.2
IMaxAC=53.0
TPNom=50.0
TPMax=45.0
TPLim1=60.0
TPLimAbs=62.0
PLim1=32.000
HasdefaultPThresh=False
VNomEff=530.0,720.0,850.0,
EfficMaxV=98.100,98.900,98.500,
EfficEuroV=97.810,98.700,98.260,

ProfilPIOV1=TCubicProfile
NPtsMax=11
NPtsEff=8
LastCompile=$8089
Mode=1
Point_1=80.0,0.0
Point_2=4000.0,3868.0
Point_3=8000.0,7816.0
Point_4=12000.0,11748.0
Point_5=20000.0,19620.0
Point_6=30000.0,29400.0
Point_7=40000.0,39160.0
Point_8=44000.0,43032.0
Point_9=0.0,0.0
Point_10=0.0,0.0
Point_11=0.0,0.0
End of TCubicProfile

ProfilPIOV2=TCubicProfile
NPtsMax=11
NPtsEff=8
LastCompile=$8089
Mode=1
Point_1=80.0,0.0
Point_2=4000.0,3924.0
Point_3=8000.0,7896.0
Point_4=12000.0,11856.0
Point_5=20000.0,19780.0
Point_6=30000.0,29640.0
Point_7=40000.0,39520.0
Point_8=44000.0,43428.0
Point_9=0.0,0.0
Point_10=0.0,0.0
Point_11=0.0,0.0
End of TCubicProfile

ProfilPIOV3=TCubicProfile
NPtsMax=11
NPtsEff=8
LastCompile=$8089
Mode=1
Point_1=80.0,0.0
Point_2=4000.0,3892.0
Point_3=8000.0,7856.0
Point_4=12000.0,11808.0
Point_5=20000.0,19700.0
Point_6=30000.0,29520.0
Point_7=40000.0,39360.0
Point_8=44000.0,43252.0
Point_9=0.0,0.0
Point_10=0.0,0.0
Point_11=0.0,0.0
End of TCubicProfile
End of TConverter
NbInputs=8
NbMPPT=4
TanPhiMin=-0.750
TanPhiMax=0.750
NbMSInterne=2
MasterSlave=No_M_S
IsolSurvey =Yes
DC_Switch=Yes
AC_Switch=No
DiscAdjust=Yes
ENS_Protec=Yes
MS_Thresh=0.8
Night_Loss=1.00
End of PVObject pvGInverter
54 changes: 54 additions & 0 deletions pvlib/inverter.py
Original file line number Diff line number Diff line change
Expand Up @@ -547,3 +547,57 @@ def extract_c(x_d, add):
# prepare dict and return
return {'Paco': p_ac_0, 'Pdco': p_dc0, 'Vdco': v_nom, 'Pso': p_s0,
'C0': c0, 'C1': c1, 'C2': c2, 'C3': c3, 'Pnt': p_nt}


def ond_to_sandia_inv(content):
"""
Get parameters for :py:func:`pvlib.inverter.sandia` from content of a
PVsyst OND file.

Parameters
----------
content : dict
OND file content from the nested dict returned from
:py:func:`pvlib.iotools.panond.read_panond`

Returns
-------
dict
Parameters for :py:func:`pvlib.inverter.sandia`

"""
# get power unit
if content['Converter']['UnitAffEnum'] == 'kW':
multiplier = 1000.
else:
multiplier = 1.
# to fit pvlib.inverter.sandia, we need ac_power, dc_power, dc_voltage,
# dc_voltage_level, p_ac_0, p_nt
p_ac_0 = content['Converter']['PNomConv'] * multiplier
p_nt = content['Night_Loss']
# assemble ac_power and dc_power
ac_power = []
dc_power = []
dc_voltage = []
dc_voltage_level = []
voltages = content['Converter']['VNomEff']
if voltages[-1] =='':
voltages = voltages[:-1]
voltage_lvls = ['Vmin', 'Vnom', 'Vmax']
for v, lvl, profile in zip(voltages, voltage_lvls,
['ProfilPIOV1', 'ProfilPIOV2', 'ProfilPIOV3']):
data = content['Converter'][profile]
npts = int(data['NPtsEff'])
for p in range(1, npts+1):
dc_voltage.append(v)
dc_voltage_level.append(lvl)
vals = data['Point_' + str(p)]
ac_power.append(vals[1])
dc_power.append(vals[0])
dc_power = np.array(dc_power)
ac_power = np.array(ac_power)
dc_voltage = np.array(dc_voltage)
dc_voltage_level = np.array(dc_voltage_level)
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All of the above could be useful for fitting another model too. Perhaps we could make that a separate function called extract_inverter_characteristics?

return fit_sandia(ac_power, dc_power,
dc_voltage, dc_voltage_level,
p_ac_0, p_nt)
18 changes: 18 additions & 0 deletions pvlib/tests/test_inverter.py
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,7 @@
import pytest

from pvlib import inverter
from pvlib.iotools import read_panond


def test_adr(adr_inverter_parameters):
Expand Down Expand Up @@ -211,3 +212,20 @@ def test_fit_sandia(infilen, expected):
dc_voltage_level=curves['dc_voltage_level'],
p_ac_0=expected['Paco'], p_nt=expected['Pnt'])
assert expected == pytest.approx(result, rel=1e-3)


OND_FILE = DATA_DIR / 'Huawei_Sun2000_40KTL_US_SLR.OND'
def test_ond_to_sandia():
content = read_panond(OND_FILE, encoding='utf-8-sig')
data = content['PVObject_']
result = inverter.ond_to_sandia_inv(data)
expected = {'Paco': 40000.,
'Pdco': 40667.958855217,
'Pnt': 1.0,
'Pso': 73.847630974,
'Vdco': 720.0,
'C0': -1.6657324233698e-7,
'C1': -1.7961032678822e-5,
'C2': -0.0004676856528,
'C3': -0.0009031894907}
assert expected == pytest.approx(result, rel=1e-8)