# A Fault Feature Extraction Method for DC–DC Converters Based on Automatic Hyperparameter-Optimized 1-D Convolution and Long Short-Term Memory Neural Networks

> Research article (IEEE Journal of Emerging and Selected Topics in Power Electronics, 2021) · cited 33× · AI/ML

**Wikidata**: [openalex:W3215184780](https://www.wikidata.org/wiki/openalex:W3215184780)  
**Source**: https://4ort.xyz/entity/a-fault-feature-extraction-method-for-dcdc-converters-based-on-automatic-hyperparameter-optimized-1-d-convolution-and-lo