Research Explorer

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Researcher

Ganjour Mazaev

Awards & Distinctions

10 Results

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 Ongenae et al.

A1 Journal Article in JOURNAL OF HYDROINFORMATICS

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

Physics-enhanced machine learning for predictive maintenance of solenoid valves and water distribution networks

Ganjour MazaevSofie Van HoeckeGuillaume Crevecoeur

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

2022

Hybrid machine learning for leak localization in the drinking water grid

Ganjour MazaevMichael WeynsFemke OngenaeSofie Van Hoecke

Leak localization in water distribution networks by directly fitting the learning parameters of a Gaussian naive Bayes classifier

Ganjour MazaevMichael WeynsFilip VancoillieGuido VaesFemke OngenaeSofie Van Hoecke

2021

Bayesian convolutional neural networks for remaining useful life prognostics of solenoid valves with uncertainty estimations

Ganjour MazaevGuillaume CrevecoeurSofie Van Hoecke

A1 Journal Article in IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

2020

Data-driven prognostics of alternating current solenoid valves

Ganjour MazaevAgusmian Partogi OmpusungguGeorges TodGuillaume CrevecoeurSofie Van Hoecke

2019

A convolutional neural network aided physical model improvement for AC solenoid valves diagnosis

Georges TodGanjour MazaevKerem EryilmazAgusmian Partogi OmpusungguErik HostensSofie Van Hoecke

Interpretable detection of unstable smart TV usage from power state logs

Ganjour MazaevOlivier JanssensDirk Van GheelLieve LanoyeGuillaume CrevecoeurSofie Van Hoecke