| general: | |
| description: Config for training the saved PVNet model | |
| name: PVNet current | |
| input_data: | |
| nwp: | |
| ecmwf: | |
| accum_channels: | |
| - direct_shortwave_radiation_flux_gl | |
| - downward_longwave_radiation_flux_gl | |
| - downward_shortwave_radiation_flux_gl | |
| - downward_ultraviolet_radiation_flux_gl | |
| channels: | |
| - cloud_cover_high | |
| - cloud_cover_low | |
| - cloud_cover_medium | |
| - cloud_cover_total | |
| - direct_shortwave_radiation_flux_gl | |
| - downward_longwave_radiation_flux_gl | |
| - downward_shortwave_radiation_flux_gl | |
| - downward_ultraviolet_radiation_flux_gl | |
| - snow_depth_gl | |
| - temperature_sl | |
| - total_precipitation_rate_gl | |
| - visibility_sl | |
| - wind_u_component_10m | |
| - wind_v_component_10m | |
| dropout_fraction: 1.0 | |
| dropout_timedeltas_minutes: | |
| - -180 | |
| image_size_pixels_height: 30 | |
| image_size_pixels_width: 30 | |
| interval_end_minutes: 2160 | |
| interval_start_minutes: -120 | |
| max_staleness_minutes: null | |
| normalisation_constants: | |
| cloud_cover_high: | |
| mean: 0.3961029052734375 | |
| std: 0.42244860529899597 | |
| cloud_cover_low: | |
| mean: 0.44901806116104126 | |
| std: 0.3791404366493225 | |
| cloud_cover_medium: | |
| mean: 0.3288780450820923 | |
| std: 0.38039860129356384 | |
| cloud_cover_total: | |
| mean: 0.7049227356910706 | |
| std: 0.37487083673477173 | |
| diff_direct_shortwave_radiation_flux_gl: | |
| mean: 469169.5 | |
| std: 818950.6875 | |
| diff_downward_longwave_radiation_flux_gl: | |
| mean: 1136464.0 | |
| std: 131942.03125 | |
| diff_downward_shortwave_radiation_flux_gl: | |
| mean: 420584.6875 | |
| std: 715366.3125 | |
| diff_downward_ultraviolet_radiation_flux_gl: | |
| mean: 48265.4765625 | |
| std: 81605.25 | |
| direct_shortwave_radiation_flux_gl: | |
| mean: 11458988.0 | |
| std: 13025427.0 | |
| downward_longwave_radiation_flux_gl: | |
| mean: 27187026.0 | |
| std: 15855867.0 | |
| downward_shortwave_radiation_flux_gl: | |
| mean: 11458988.0 | |
| std: 13025427.0 | |
| downward_ultraviolet_radiation_flux_gl: | |
| mean: 1305651.25 | |
| std: 1445635.25 | |
| snow_depth_gl: | |
| mean: 8.107526082312688e-05 | |
| std: 0.000913831521756947 | |
| temperature_sl: | |
| mean: 283.48333740234375 | |
| std: 3.692270040512085 | |
| total_precipitation_rate_gl: | |
| mean: 3.108070450252853e-05 | |
| std: 9.81039775069803e-05 | |
| visibility_sl: | |
| mean: 12905302.0 | |
| std: 16294988.0 | |
| wind_u_component_100m: | |
| mean: 2.393547296524048 | |
| std: 7.2320556640625 | |
| wind_u_component_10m: | |
| mean: 1.7677178382873535 | |
| std: 5.531515598297119 | |
| wind_u_component_200m: | |
| mean: 2.7963004112243652 | |
| std: 8.049470901489258 | |
| wind_v_component_100m: | |
| mean: 1.4244288206100464 | |
| std: 6.944501876831055 | |
| wind_v_component_10m: | |
| mean: 0.985887885093689 | |
| std: 5.411230564117432 | |
| wind_v_component_200m: | |
| mean: 1.6010299921035767 | |
| std: 7.561611652374268 | |
| provider: ecmwf | |
| time_resolution_minutes: 60 | |
| zarr_path: PLACEHOLDER.zarr | |
| satellite: | |
| channels: | |
| - IR_016 | |
| - IR_039 | |
| - IR_087 | |
| - IR_097 | |
| - IR_108 | |
| - IR_120 | |
| - IR_134 | |
| - VIS006 | |
| - VIS008 | |
| - WV_062 | |
| - WV_073 | |
| dropout_fraction: 0.8 | |
| dropout_timedeltas_minutes: | |
| - -5 | |
| - -10 | |
| - -15 | |
| - -20 | |
| - -25 | |
| - -30 | |
| image_size_pixels_height: 100 | |
| image_size_pixels_width: 100 | |
| interval_end_minutes: -60 | |
| interval_start_minutes: -90 | |
| normalisation_constants: | |
| HRV: | |
| mean: 0.09298719 | |
| std: 0.11405209 | |
| IR_016: | |
| mean: 0.17594202 | |
| std: 0.21462157 | |
| IR_039: | |
| mean: 0.86167645 | |
| std: 0.04618041 | |
| IR_087: | |
| mean: 0.7719318 | |
| std: 0.06687243 | |
| IR_097: | |
| mean: 0.8014212 | |
| std: 0.0468558 | |
| IR_108: | |
| mean: 0.71254843 | |
| std: 0.17482725 | |
| IR_120: | |
| mean: 0.89058584 | |
| std: 0.06115861 | |
| IR_134: | |
| mean: 0.944365 | |
| std: 0.04492306 | |
| VIS006: | |
| mean: 0.09633306 | |
| std: 0.12184761 | |
| VIS008: | |
| mean: 0.11426069 | |
| std: 0.13090034 | |
| WV_062: | |
| mean: 0.7359355 | |
| std: 0.16111417 | |
| WV_073: | |
| mean: 0.62479186 | |
| std: 0.12924142 | |
| time_resolution_minutes: 5 | |
| zarr_path: PLACEHOLDER.zarr | |
| site: | |
| capacity_mode: variable | |
| file_path: /home/zak/projects/PVNet/nl_solar/pv_data/netherlands_pv_data_v2.nc | |
| interval_end_minutes: 2160 | |
| interval_start_minutes: -2880 | |
| metadata_file_path: /home/zak/projects/PVNet/nl_solar/pv_data/netherlands_metadata.csv | |
| time_resolution_minutes: 15 | |
| solar_position: | |
| interval_end_minutes: 2160 | |
| interval_start_minutes: -2880 | |
| time_resolution_minutes: 15 | |