Forecasting for individual solar farms
This repository consists of Pytorch datapipes and functions to automate the download, configuration and pre-process of the meta-data and PVLive data from the UKPN(UK Power Networks). UKPN covers London, South East and East of England. Please click here to see the map of UKPN coverage. UKPN GSP (Grid Supply Point) meta-data is acquired from their ECR (Embedded Capacity Register) data catalogue. Along with ECR, various other types of meta-data also can be downloaded manually. The meta-data download is automated through scripts, you can see the scripts if you follow the path below.
UKPN provides their live data through a dashboard(please click the link here to open the dashboard) the open-source data visualization tool called Grafana. The visualization tool offers to categorize, filter, and visualize the data as the user desire. It also provides an option to download the live data for their given GSPs. Follow this link to get the guide to use the dashboard. Please follow the grafana folder to see the tutorial on how to automate the Grafana data download.
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└── pv-solar-farm-forecasting/
├── grafana/
│ └── .......
│ └── .......
├── ukpn/
│ └── load
│ └── meta_data/
│ └── power_data/
