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Browse files- README.md +2 -2
- config.json +1 -1
- data_config.yaml +7 -7
- pytorch_model.bin +2 -2
README.md
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@@ -14,7 +14,7 @@ library_name: pytorch
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## Model Description
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<!-- Provide a longer summary of what this model is/does. -->
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This model class uses satellite data,
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- **Developed by:** openclimatefix
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- **Model type:** Fusion model
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## Results
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The training logs for the current model can be found here:
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- [https://wandb.ai/openclimatefix/pvnet2.1/runs/
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The training logs for all model runs of PVNet2 can be found [here](https://wandb.ai/openclimatefix/pvnet2.1).
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## Model Description
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<!-- Provide a longer summary of what this model is/does. -->
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This model class uses satellite data, numerical weather predictions, and recent Grid Service Point( GSP) PV power output to forecast the near-term (~8 hours) PV power output at all GSPs. More information can be found in the model repo [1] and experimental notes in [this google doc](https://docs.google.com/document/d/1fbkfkBzp16WbnCg7RDuRDvgzInA6XQu3xh4NCjV-WDA/edit?usp=sharing).
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- **Developed by:** openclimatefix
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- **Model type:** Fusion model
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## Results
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The training logs for the current model can be found here:
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- [https://wandb.ai/openclimatefix/pvnet2.1/runs/lqqmlbn6](https://wandb.ai/openclimatefix/pvnet2.1/runs/lqqmlbn6)
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The training logs for all model runs of PVNet2 can be found [here](https://wandb.ai/openclimatefix/pvnet2.1).
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config.json
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"include_gsp_yield_history": false,
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"forecast_minutes": 480,
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"history_minutes": 120,
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"min_sat_delay_minutes":
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"sat_history_minutes": 90,
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"pv_history_minutes": 180,
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"nwp_history_minutes": {
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"include_gsp_yield_history": false,
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"forecast_minutes": 480,
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"history_minutes": 120,
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"min_sat_delay_minutes": 0,
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"sat_history_minutes": 90,
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"pv_history_minutes": 180,
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"nwp_history_minutes": {
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data_config.yaml
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history_minutes: 120
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max_staleness_minutes: null
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nwp_channels:
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-
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- dswrf
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- hcc
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- lcc
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- mcc
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-
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- r
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- sde
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-
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- t
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- vis
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nwp_image_size_pixels_height: 24
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nwp_image_size_pixels_width: 24
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nwp_provider: ukv
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forecast_minutes: 0
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history_minutes: 90
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live_delay_minutes:
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satellite_channels:
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- IR_016
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- IR_039
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history_minutes: 120
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max_staleness_minutes: null
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nwp_channels:
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- t
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- dswrf
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- dlwrf
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- hcc
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- mcc
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- lcc
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- sde
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- r
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- vis
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- si10
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- prate
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nwp_image_size_pixels_height: 24
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nwp_image_size_pixels_width: 24
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nwp_provider: ukv
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- -15
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forecast_minutes: 0
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history_minutes: 90
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live_delay_minutes: 0
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satellite_channels:
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- IR_016
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- IR_039
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:e62c984de3baba9499178f3bb3b3986b03ca8816ddd0a6231f97708d3489f900
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size 38085554
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