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## DA forecasts only | ||
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The idea was to create a forecast for DA (day-ahead) only for Windnet. | ||
We hope this would bring down the DA MAE values. | ||
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We do this by not forecasting the first X hours. | ||
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Unfortunately, it doesnt not look like ignore X hours, make the DA forecast better. | ||
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## Experiments | ||
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1. Baseline - [here](https://wandb.ai/openclimatefix/india/runs/miszfep5) | ||
2. Ignore first 6 hours - [here](https://wandb.ai/openclimatefix/india/runs/uosk0qug) | ||
3. Ignore first 12 hours - [here](https://wandb.ai/openclimatefix/india/runs/s9cnn4ei) | ||
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## Results | ||
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| Timestep | all MAE % | 6 MAE % | 12 MAE % | | ||
| --- | --- |---------|---------| | ||
| 0-0 minutes | nan | nan | nan | | ||
| 15-15 minutes | nan | nan | nan | | ||
| 30-45 minutes | 0.065 | nan | nan | | ||
| 45-60 minutes | 0.066 | nan | nan | | ||
| 60-120 minutes | 0.063 | nan | nan | | ||
| 120-240 minutes | 0.063 | nan | nan | | ||
| 240-360 minutes | 0.064 | nan | nan | | ||
| 360-480 minutes | 0.065 | 0.068 | nan | | ||
| 480-720 minutes | 0.067 | 0.065 | nan | | ||
| 720-1440 minutes | 0.068 | 0.065 | 0.065 | | ||
| 1440-2880 minutes | 0.071 | 0.071 | 0.071 | | ||
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![](mae_steps.png "mae_steps") |