# Detection of Compound Faults in Ball Bearings Using Multiscale-SinGAN, Heat Transfer Search Optimization, and Extreme Learning Machine

> Research article (Machines, 2022) · cited 58× · AI/ML

**Wikidata**: [openalex:W4313328757](https://www.wikidata.org/wiki/openalex:W4313328757)  
**Source**: https://4ort.xyz/entity/detection-of-compound-faults-in-ball-bearings-using-multiscale-singan-heat-transfer-search-optimization-and-extreme-lear