# Predictive management for energy supply networks using photovoltaics, heat pumps, and battery by two-stage stochastic programming and rule-based control

> Research article (Energy, 2019) · cited 48× · AI/ML

**Wikidata**: [openalex:W2943539959](https://www.wikidata.org/wiki/openalex:W2943539959)  
**Source**: https://4ort.xyz/entity/predictive-management-for-energy-supply-networks-using-photovoltaics-heat-pumps-and-battery-by-two-stage-stochastic-prog