# Novel data-driven health-state architecture for photovoltaic system failure diagnosis

> Research article (Solar Energy, 2024) · cited 22× · AI/ML

**Wikidata**: [openalex:W4401287080](https://www.wikidata.org/wiki/openalex:W4401287080)  
**Source**: https://4ort.xyz/entity/novel-data-driven-health-state-architecture-for-photovoltaic-system-failure-diagnosis