def run(self):
print("Thread " + str(self.input_file))
weather = get_weather_data(filename="weather" + str(self.input_file) +
".csv")
#print(weather[['wind_speed', 'temperature', 'pressure']][0:3])
# initialize WindTurbine object
t = WindTurbine(**self.turbine)
# initialize ModelChain with own specifications and use run_model method to
# calculate power output
mc_t = ModelChain(t, **self.modelchain_data).run_model(weather)
# write power output time series to WindTurbine object
t.power_output = mc_t.power_output
power_file = open("power" + str(self.input_file) + ".csv", "w")
power_file.write(t.power_output.to_csv())
print("Thread " + str(self.input_file) + " finished")
'density_model': 'ideal_gas', # 'barometric' (default), 'ideal_gas'
# or 'interpolation_extrapolation'
'temperature_model': 'linear_gradient', # 'linear_gradient' (def.) or
# 'interpolation_extrapolation'
'power_output_model': 'power_curve', # 'power_curve' (default) or
# 'power_coefficient_curve'
'density_correction': True, # False (default) or True
'obstacle_height': 0, # default: 0
'hellman_exp': None
} # None (default) or None
# initialize ModelChain with own specifications and use run_model method to
# calculate power output
mc_e126 = ModelChain(e126, **modelchain_data).run_model(weather)
# write power output time series to WindTurbine object
e126.power_output = mc_e126.power_output
enercon_e115 = {
'turbine_type': 'E-115/3000', # turbine type as in oedb turbine library
'hub_height': 92 # in m
}
# initialize WindTurbine object
e115 = WindTurbine(**enercon_e115)
# power output calculation for e115
# own specifications for ModelChain setup
modelchain_data_e115 = {
'wind_speed_model': 'logarithmic', # 'logarithmic' (default),
# 'hellman' or
# 'interpolation_extrapolation'
# 'fetch_curve' to 'power_coefficient_curve'
enerconE126 = {
'name': 'ENERCON E 126 7500', # turbine name as in register
'hub_height': 135, # in m
'rotor_diameter': 127, # in m
'fetch_curve': 'power_curve' # fetch power curve
}
# initialise WindTurbine object
e126 = WindTurbine(**enerconE126)
# power output calculation for my_turbine
# initialise ModelChain with default parameters and use run_model
# method to calculate power output
mc_my_turbine = ModelChain(my_turbine).run_model(weather)
# write power output timeseries to WindTurbine object
my_turbine.power_output = mc_my_turbine.power_output
# power output calculation for e126
# own specifications for ModelChain setup
modelchain_data = {
'wind_speed_model': 'logarithmic', # 'logarithmic' (default),
# 'hellman' or
# 'interpolation_extrapolation'
'density_model': 'ideal_gas', # 'barometric' (default), 'ideal_gas'
# or 'interpolation_extrapolation'
'temperature_model': 'linear_gradient', # 'linear_gradient' (def.) or
# 'interpolation_extrapolation'
'power_output_model': 'power_curve', # 'power_curve' (default) or
# 'power_coefficient_curve'
'density_correction': True, # False (default) or True
'obstacle_height': 0, # default: 0