# Winners are not keepers: Characterizing household engagement, gains, and energy patterns in demand response using machine learning in the United States

> Research article (Energy Research & Social Science, 2020) · cited 27× · AI/ML

**Wikidata**: [openalex:W3039096062](https://www.wikidata.org/wiki/openalex:W3039096062)  
**Source**: https://4ort.xyz/entity/winners-are-not-keepers-characterizing-household-engagement-gains-and-energy-patterns-in-demand-response-using-machine-l