def main():
setup_file_and_console_loggers("create_valuation_example.log")
# Calling with no token in constructor will load one from an environment variable if provided
# or a file HOME/.
session = AmunSession()
region = "gbr"
scenarios = session.get_scenarios(region)
turbines = session.get_turbines()
scenario_name = "Aurora Central Weather Years - 2020 April"
valuation_parameters = {
"windType":
"era5",
"name":
f"SDK Wind Farm {datetime.now()}",
"description":
"Created by Api",
"longitude":
"-1.21",
"latitude":
"59.59",
"turbineModelId":
get_turbine_by_name(turbines, "Siemens SWT-4.0-130")["id"],
"numberOfTurbines":
10,
"hubHeight":
90,
"obstacleHeight":
0,
"roughnessLength":
0.001,
"scenarioId":
get_scenario_by_name(scenarios, scenario_name)["id"],
# Optional
# "lossesWake": 0.2,
# "lossesAvailability": 0.02,
# "lossesElectrical": 0.01,
# "lossesTurbinePerformance": 0.1,
# "lossesEnvironmental": 0.05,
# "lossesOtherCurtailment": 0.0,
}
valuation = session.create_valuation(valuation_parameters)
log.info(f"Created {valuation['id']}")
save_to_json(f"valuations/valuation_{valuation['id']}.json", valuation)
results = session.get_valuation_results(valuation["id"],
format="json",
should_return_hourly_data=False)
log.info(f"Got result for {results['valuation']}")
save_to_json(f"valuations/valuation_{valuation['id']}_out.json", results)
log.info(f"Deleting {valuation['id']}")
session.delete_valuation(valuation["id"])
log.debug("Done")
def main():
setup_file_and_console_loggers("get_load_factors_example.log")
log.info(f"Starting")
# Calling with no token in constructor will load one from an environment variable if provided
# or a file HOME/.
session = AmunSession()
turbines = session.get_turbines()
windType = "era5"
parameters = {
"windType":
windType,
"turbineModelId":
get_turbine_by_name(turbines, "Siemens SWT-4.0-130")["id"],
"latitude":
59.59,
"longitude":
0,
"startTimeUTC":
"2018-01-01T00:00:00.000Z",
"regionCode":
"GBR",
"hubHeight":
90,
"obstacleHeight":
0,
"numberOfTurbines":
12,
"roughnessLength":
0.02,
"usePowerCurveSmoothing":
False,
# Optional
# "lossesWake": 0.2,
# "lossesAvailability": 0.02,
# "lossesElectrical": 0.01,
# "lossesTurbinePerformance": 0.1,
# "lossesEnvironmental": 0.05,
# "lossesOtherCurtailment": 0.0,
}
log.info(f"getting for {windType}")
load_factors = session.run_load_factor_calculation(parameters)
loadFactorRequestId = load_factors["parameters"]["loadFactorRequestId"]
log.info(f"Got result for {loadFactorRequestId}")
save_to_json(
f"load_factors/load_factors_{datetime.now().isoformat().replace(':','_')}_{windType}_{loadFactorRequestId}.json",
load_factors,
)
def main():
# Calling with no token in constructor will load one from an environment variable if provided
# or a file in HOME/.
session = AmunSession()
lat = 51.771239
lon = -1.284330
year = 2016
dataset = "NEWA" # "Era5" | "Merra2" | "NEWA"
print(f"Getting wind {dataset}")
windData = session.get_wind(lat=lat, lon=lon, year=year, dataset=dataset)
save_to_json(f"wind/{year}_{dataset}_{lat}_{lon}.json", windData)
print("Done")
def main():
setup_file_and_console_loggers("generation_valuation_example.log")
# Calling with no token in constructor will load one from an environment variable if provided
# or a file HOME/.
session = AmunSession()
region = "gbr"
scenarios = session.get_scenarios(region)
turbines = session.get_turbines()
scenario_name = "Aurora Central Weather Years - 2020 April"
valuation_parameters = {
"windType": "era5",
"name": f"SDK Wind Farm {datetime.now()}",
"description": "Created by Api",
"longitude": "-1.21",
"latitude": "59.59",
"scenarioId": get_scenario_by_name(scenarios, scenario_name)["id"],
}
valuation = session.create_valuation(valuation_parameters)
log.info(f"Created {valuation['id']}")
save_to_json(f"valuations/valuation_{valuation['id']}.json", valuation)
# Check the json document for a complete structure of what is required
# historicCalibration is for weather years
session.send_calibrated_production(
valuation["id"],
get_json("examples\data\example_calibratedGeneration.json"))
results = session.get_valuation_results(valuation["id"],
format="json",
should_return_hourly_data=False)
log.info(f"Got result for {results['valuation']}")
save_to_json(f"valuations/valuation_{valuation['id']}_out.json", results)
log.info(f"Deleting {valuation['id']}")
session.delete_valuation(valuation["id"])
log.debug("Done")
def main():
setup_file_and_console_loggers("run_valuation_time_Based_curtailment.log")
# Calling with no token in constructor will load one from an environment variable if provided
# or a file HOME/.
session = AmunSession()
region = "gbr"
scenarios = session.get_scenarios(region)
turbines = session.get_turbines()
# scenario_name = "Aurora Central Weather Years - 2020 April"
scenario_name = "Aurora Central - 2020 October"
valuation_parameters = {
"windType":
"era5",
"name":
f"SDK Wind Farm {datetime.now()}",
"description":
"Created by Api",
"longitude":
"-1.21",
"latitude":
"59.59",
"turbineModelId":
get_turbine_by_name(turbines, "Siemens SWT-4.0-130")["id"],
"numberOfTurbines":
10,
"hubHeight":
90,
"obstacleHeight":
0,
"roughnessLength":
0.001,
"scenarioId":
get_scenario_by_name(scenarios, scenario_name)["id"],
"curtailmentThreshold":
2,
# Optional
"timeBasedCurtailmentThresholds": [
{
"threshold": 10,
"timeValidFrom": "2024-01-01T00:00:00.000Z",
},
{
"threshold": 20,
"timeValidFrom": "2028-01-01T00:00:00.000Z",
},
{
"threshold": 40,
"timeValidFrom": "2032-01-01T00:00:00.000Z",
},
{
"threshold": 60,
"timeValidFrom": "2036-01-01T00:00:00.000Z",
},
{
"threshold": 80,
"timeValidFrom": "2040-01-01T00:00:00.000Z",
},
{
"threshold": 100,
"timeValidFrom": "2044-01-01T00:00:00.000Z",
},
{
"threshold": 120,
"timeValidFrom": "2048-01-01T00:00:00.000Z",
},
],
}
valuation = session.create_valuation(valuation_parameters)
log.info(f"Created {valuation['id']}")
save_to_json(f"valuations/valuation_{valuation['id']}.json", valuation)
results = session.get_valuation_results(valuation["id"],
format="json",
should_return_hourly_data=False)
log.info(f"Got result for {results['valuation']}")
save_to_json(f"valuations/valuation_{valuation['id']}_out.json", results)
log.info(f"Deleting {valuation['id']}")
session.delete_valuation(valuation["id"])
log.debug("Done")