Example Configuration 3
Mixture of offline and online farms with geographical information to create sub-groups
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Background
- Offline production data is available for farms in the portfolio
- Online data available for some farms in the portfolio
- Geographical information is available to group farms into sub-groups
Suggested forecasting setup
- Farms are divided into sub-groups
- Online data is used to forecast for each area in the portfolio and off-line data is then used to upscale the forecast for the whole sub-group
- Sub-groups are aggregated to total forecas
- Setup provides accurate forecasts for both intra-day and day-ahead