https://github.com/openclimatefix/pv-solar-farm-forecasting
Forecasting for individual solar farms
https://github.com/openclimatefix/pv-solar-farm-forecasting
Last synced: 10 months ago
JSON representation
Forecasting for individual solar farms
- Host: GitHub
- URL: https://github.com/openclimatefix/pv-solar-farm-forecasting
- Owner: openclimatefix
- License: mit
- Created: 2023-01-06T10:57:02.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-02-21T13:56:11.000Z (over 3 years ago)
- Last Synced: 2025-01-20T23:58:20.968Z (over 1 year ago)
- Language: Python
- Size: 2.69 MB
- Stars: 0
- Watchers: 4
- Forks: 0
- Open Issues: 10
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# PV Solar Farm Forecasting
Forecasting for individual solar farms
## Description
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`](https://www.ukpowernetworks.co.uk/)(UK Power Networks). `UKPN` covers London, South East and East of England. Please click [here](https://www.ukpowernetworks.co.uk/about-us/areas-we-cover) to see the map of `UKPN` coverage. `UKPN` GSP (Grid Supply Point) meta-data is acquired from their ECR (Embedded Capacity Register) [data catalogue](https://ukpowernetworks.opendatasoft.com/explore/dataset/embedded-capacity-register/information/?disjunctive.licence_area). Along with ECR, various other types of meta-data also can be [downloaded](https://ukpowernetworks.opendatasoft.com/explore/?disjunctive.theme&disjunctive.keyword&sort=explore.popularity_score) manually. The meta-data download is automated through scripts, you can see the scripts if you follow the path below.
## UKPN DSO Dashboard
`UKPN` provides their live data through a dashboard(please click the link [here](https://dsodashboard.ukpowernetworks.co.uk/) to open the dashboard) the open-source data visualization tool called [Grafana](https://grafana.com/). 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](https://innovation.ukpowernetworks.co.uk/wp-content/uploads/2021/02/DSO-Dashboard-guide-February-2021.pdf) 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.
```
.
└── pv-solar-farm-forecasting/
├── grafana/
│ └── .......
│ └── .......
├── ukpn/
│ └── load
│ └── meta_data/
│ └── power_data/
```