# Deep learning-based estimation technique for capacitance and ESR of input capacitors in single-phase DC/AC converters

> Research article (Journal of Power Electronics, 2021) · cited 15× · AI/ML

**Wikidata**: [openalex:W4200452300](https://www.wikidata.org/wiki/openalex:W4200452300)  
**Source**: https://4ort.xyz/entity/deep-learning-based-estimation-technique-for-capacitance-and-esr-of-input-capacitors-in-single-phase-dc-ac-converters
