paper
2021
Applications & impacts
Application study
Classical ML (trees, GP, linear, kernels)6 h–3 days Other
2021-05-18
004
May 2021
Visvanathan Kalaiah
preprint
SVM forecasts solar PV output from weather forecasts to support grid balancing; the ML target is power generation rather than the atmosphere.
Prediction in The Solar Power Generation Based on Weather Forecasts Using Machine Learning
In one sentence. SVM forecasts solar PV output from weather forecasts to support grid balancing; the ML target is power generation rather than the atmosphere.
Labels
- Topic
- Applications & impacts
- Type
- Application study
- Method
- Classical ML (trees, GP, linear, kernels)
- Time scale
- 6 h–3 days
- Domain
- Local / station
- Data
- NWP analysis or forecasts (IFS, GFS, ...)
- Status
- Research
- Identifiers
- OpenAlex:W3177298235
- Added
- 2026-10-22
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