# Review of Artificial Intelligence-Based Failure Detection and Diagnosis Methods for Solar Photovoltaic Systems

> Research article (Machines, 2021) · cited 79× · AI/ML

**Wikidata**: [openalex:W3216614472](https://www.wikidata.org/wiki/openalex:W3216614472)  
**Source**: https://4ort.xyz/entity/review-of-artificial-intelligence-based-failure-detection-and-diagnosis-methods-for-solar-photovoltaic-systems