# Design of thermal imaging-based health condition monitoring and early fault detection technique for porcelain insulators using Machine learning

> Research article (Environmental Technology & Innovation, 2021) · cited 82× · AI/ML

**Wikidata**: [openalex:W3202922216](https://www.wikidata.org/wiki/openalex:W3202922216)  
**Source**: https://4ort.xyz/entity/design-of-thermal-imaging-based-health-condition-monitoring-and-early-fault-detection-technique-for-porcelain-insulators