# Machine Learning-Based Condition Monitoring for PV Systems: State of the Art and Future Prospects

> Research article (Energies, 2021) · cited 58× · AI/ML

**Wikidata**: [openalex:W3204624057](https://www.wikidata.org/wiki/openalex:W3204624057)  
**Source**: https://4ort.xyz/entity/machine-learning-based-condition-monitoring-for-pv-systems-state-of-the-art-and-future-prospects