# Failure prediction using low stability phenomenon of digitally controlled SMPS by electrolytic capacitor ESR degradation

> Research article (2017 IEEE Applied Power Electronics Conference and Exposition (APEC), 2017) · cited 11× · AI/ML

**Wikidata**: [openalex:W2614847396](https://www.wikidata.org/wiki/openalex:W2614847396)  
**Source**: https://4ort.xyz/entity/failure-prediction-using-low-stability-phenomenon-of-digitally-controlled-smps-by-electrolytic-capacitor-esr-degradation
