Leak Detection Strategies: One Size Does Not Fit All

Key Takeaways Improving leak detection strategies can minimize the time, labor, and cost associated with traditional leak detection methods. Water utilities can use their institutional knowledge about the distribution system to capitalize on the power of innovative machine learning and artificial intelligence (AI). Combining AI approaches in a single mapping platform led South Carolina's Greenville Water to scheduling efficiencies, a targeted main replacement program, and leak detection best practices in the field. Water utilities should consider the unique aspects of their distribution systems when addressing water loss issues.

Authors

Publication Details

Journal
American Water Works Association
Published
2026-02-12
DOI
https://doi.org/10.1002/awwa.70038
Primary Topic
Water Systems and Optimization
Type
article
Field-Weighted Citation Impact
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article

Leak Detection Strategies: One Size Does Not Fit All

Jane M. Arrington
American Water Works Association
Water Systems and Optimization
article

Leak Detection Strategies: One Size Does Not Fit All

Jane M. Arrington
article en

Abstract

Key Takeaways Improving leak detection strategies can minimize the time, labor, and cost associated with traditional leak detection methods. Water utilities can use their institutional knowledge about the distribution system to capitalize on the power of innovative machine learning and artificial intelligence (AI). Combining AI approaches in a single mapping platform led South Carolina's Greenville Water to scheduling efficiencies, a targeted main replacement program, and leak detection best practices in the field. Water utilities should consider the unique aspects of their distribution systems when addressing water loss issues.

American Water Works AssociationVol. 118(2)
Openalex Percentile: Top 59%
Water Systems and Optimization
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Leak Detection Strategies: One Size Does Not Fit All — Jane M. Arrington · American Water Works Association (2026) | TGRS Research Map | TGRS