Energence

Energence is a renewable-energy optimisation platform that uses machine learning to predict and optimise solar and wind power generation. A data-ingestion pipeline pulls real-time weather data, a decoupled inference service runs the prediction models asynchronously, and a Redis cache keeps recent forecasts fast to serve.

The dashboard lets operators monitor systems and maximise output against changing weather conditions.