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Project

Physics-enhanced machine learning for domain-aware predictive maintenance.

Information

Project Team

Outputs and Outcomes

Publications

Leak localization in water distribution networks using GIS-Enhanced autoencoders

Michael WeynsGanjour MazaevGuido VaesFilip VancoillieFilip De TurckSofie Van HoeckeFemke Ongenae

A1 Journal Article in URBAN WATER JOURNAL

2023

A microservice architecture for leak localization in water distribution networks using hybrid AI

Ganjour MazaevMichael WeynsPieter MoensPieter Jan HaestFilip VancoillieGuido VaesJoeri DebaenstAagje WarouxKris MarleinFemke OngenaeSofie Van Hoecke et al.

A1 Journal Article in JOURNAL OF HYDROINFORMATICS

2023

Probabilistic leak localization in water distribution networks using a hybrid data-driven and model-based approach

Ganjour MazaevMichael WeynsFilip VancoillieGuido VaesFemke OngenaeSofie Van Hoecke

A1 Journal Article in WATER SUPPLY

2023