# A Hybrid Physics-Based and Data-Driven Approach for Monitoring of Inverter-Fed Machine Stator Insulation Degradations Using Switching Oscillations

> Research article (IEEE Transactions on Industrial Informatics, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4394909977](https://www.wikidata.org/wiki/openalex:W4394909977)  
**Source**: https://4ort.xyz/entity/a-hybrid-physics-based-and-data-driven-approach-for-monitoring-of-inverter-fed-machine-stator-insulation-degradations-us