# 1-D convolution neural network based leak detection, location and size estimation in smart water grid

> Research article (Urban Water Journal, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4318817525](https://www.wikidata.org/wiki/openalex:W4318817525)  
**Source**: https://4ort.xyz/entity/1-d-convolution-neural-network-based-leak-detection-location-and-size-estimation-in-smart-water-grid