# Application of CNN Models to Detect and Classify Leakages in Water Pipelines Using Magnitude Spectra of Vibration Sound

> Research article (Applied Sciences, 2023) · cited 31× · AI/ML

**Wikidata**: [openalex:W4321598856](https://www.wikidata.org/wiki/openalex:W4321598856)  
**Source**: https://4ort.xyz/entity/application-of-cnn-models-to-detect-and-classify-leakages-in-water-pipelines-using-magnitude-spectra-of-vibration-sound