# A novel hybrid deep learning approach including combination of 1D power signals and 2D signal images for power quality disturbance classification

> Research article (Expert Systems with Applications, 2021) · cited 92× · AI/ML

**Wikidata**: [openalex:W3135903359](https://www.wikidata.org/wiki/openalex:W3135903359)  
**Source**: https://4ort.xyz/entity/a-novel-hybrid-deep-learning-approach-including-combination-of-1d-power-signals-and-2d-signal-images-for-power-quality-d