import pvlib
import pandas as pd
import matplotlib.pyplot as plt
from pvlib.modelchain import ModelChain
from pvlib.location import Location
from pvlib.pvsystem import PVSystem
from pvlib.temperature import TEMPERATURE_MODEL_PARAMETERS

latitude = 47.2675
longitude = 11.3910
tz = 'Europe/Vienna'
surface_tilt = 0
surface_azimuth = 180

database_module = pvlib.pvsystem.retrieve_sam('SandiaMod')
database_inverter = pvlib.pvsystem.retrieve_sam('CECInverter')

module = database_module['Canadian_Solar_CS5P_220M___2009_']
inverter = database_inverter['ABB__PVI_4_2_OUTD_US__208V_']
modules_per_string = 10
strings_per_inverter = 2

temperature_parameters = TEMPERATURE_MODEL_PARAMETERS['sapm']['open_rack_glass_glass']

location = Location(latitude, longitude, tz)
system = PVSystem(surface_tilt=surface_tilt, surface_azimuth=surface_azimuth, module_parameters=module, 
                  inverter_parameters=inverter, temperature_model_parameters=temperature_parameters, 
                  modules_per_string=modules_per_string, strings_per_inverter=strings_per_inverter)

modelchain = ModelChain(system, location)

times = pd.date_range(start='2021-07-01', end ='2021-07-07', freq='1min', tz=location.tz)

clear_sky = location.get_clearsky(times)
#clear_sky.plot(figsize=(16,9))

modelchain.run_model(clear_sky)
modelchain.results.ac.plot(figsize=(16,9))
plt.show()