# Early wheel flat detection: an automatic data-driven wavelet-based approach for railways

> Research article (Vehicle System Dynamics, 2022) · cited 56× · AI/ML

**Wikidata**: [openalex:W4288428456](https://www.wikidata.org/wiki/openalex:W4288428456)  
**Source**: https://4ort.xyz/entity/early-wheel-flat-detection-an-automatic-data-driven-wavelet-based-approach-for-railways