Stanford sky images and PV power generation dataset for solar forecasting related research and applications
SFML is the first fully local AI solar forecast for Home Assistant, powered by a local Attention Transformer. No external AI — such as ChatGPT, Gemini, or Grok — required. Runs entirely on your device for complete privacy.
list of papers, code, and other resources
Multi-time-horizon solar forecasting using recurrent neural network
PyTorch implementation of LSTM Neural Network for Multi-time-horizon solar forecasting
Short-Term Solar Forecasting Using LSTMs
Optimize the self consumption of your solar panels and measure your electricity consumption.
Python implementation of the Smart Persistence Model (SPM) for short-term photovoltaic power forecasting
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