wattadvisor.utils.weather_data

Contains functions to load weather data from files into the internal format of WattAdvisor.

Copyright (c) 2007, Eclipse Foundation, Inc. and its licensors. All rights reserved. Use of this source code is governed by a BSD-style license that can be found in the LICENSE file.

Functions

get_weather_data_from_era5_netcdf(...)

Loads a NETCDF file aquired from ECMWF Climate Data Store

get_weather_data_from_csv(...)

Loads weather data from CSV files into into the WattAdvisor internal weather data format.

Module Contents

wattadvisor.utils.weather_data.get_weather_data_from_era5_netcdf(path_netcdf: str | pathlib.Path, longitude: float, latitude: float) → wattadvisor.data_models.weather_data.WeatherDataCollection

Loads a NETCDF file aquired from ECMWF Climate Data Store into the WattAdvisor internal weather data format.

Parameters:

  • path_netcdf (str | Path) – Path of the NETCDF file containing weather data from ECMWF Climate Data Store

  • longitude (float) – Longitude of the location for which weather data from the file should be extracted

  • latitude (float) – Latitude of the location for which weather data from the file should be extracted

Returns:

Object containing a collection of different weather data variables such as wind speed, air temperature, etc.

Return type:

WeatherDataCollection

wattadvisor.utils.weather_data.get_weather_data_from_csv(path_wind_speed: str | None = None, path_roughness_length: str | None = None, path_pressure: str | None = None, path_density: str | None = None, path_ghi: str | None = None, path_dhi: str | None = None, path_dni: str | None = None, path_air_temperature: str | None = None, path_soil_temperature: str | None = None, path_water_temperature: str | None = None) → wattadvisor.data_models.weather_data.WeatherDataCollection

Loads weather data from CSV files into into the WattAdvisor internal weather data format.

Parameters:

  • path_wind_speed (str | None, optional) – path of a CSV file that contains wind speed measurements, by default None

  • path_roughness_length (str | None, optional) – path of a CSV file that contains surface roughness length measurements, by default None

  • path_pressure (str | None, optional) – path of a CSV file that contains air pressure measurements, by default None

  • path_density (str | None, optional) – path of a CSV file that contains air density measurements, by default None

  • path_ghi (str | None, optional) – path of a CSV file that contains global horizontal irradiance measurements, by default None

  • path_dhi (str | None, optional) – path of a CSV file that contains diffuse horizontal irradiance measurements, by default None

  • path_dni (str | None, optional) – path of a CSV file that contains direct normal irradiance measurements, by default None

  • path_air_temperature (str | None, optional) – path of a CSV file that contains air temperature measurements, by default None

  • path_soil_temperature (str | None, optional) – path of a CSV file that contains soil temperature measurements, by default None

  • path_water_temperature (str | None, optional) – path of a CSV file that contains water temperature measurements, by default None

Returns:

Object containing a collection of different weather data variables such as wind speed, air temperature, etc.

Return type:

WeatherDataCollection

Raises:

ValueError – Is raised if every parameter is None