Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
SYSTEMS AND METHODS FOR WATER DISTRIBUTION NETWORK LEAKAGE DETECTION AND/OR LOCALIZATION
In a described example, a system for leak detection and localization is provided. The system includes a water distribution network (WDN) partition stage programmed to cluster a WDN model into partition zones based on applying a modified k-means clustering algorithm to leakage characteristic data and physical connectivity data. A leakage monitoring stage can be programmed to detect the occurrence of leakage in the WDN and provide leak detection data based on applying a trained unsupervised leakage detection machine-learning model to the partition zones and sensor data. The leakage monitoring stage can also provide localization data to identify a location of a leakage zone in the WDN based on feeding the leak detection data to a localization machine-learning model.
SYSTEMS AND METHODS FOR WATER DISTRIBUTION NETWORK LEAKAGE DETECTION AND/OR LOCALIZATION
In a described example, a system for leak detection and localization is provided. The system includes a water distribution network (WDN) partition stage programmed to cluster a WDN model into partition zones based on applying a modified k-means clustering algorithm to leakage characteristic data and physical connectivity data. A leakage monitoring stage can be programmed to detect the occurrence of leakage in the WDN and provide leak detection data based on applying a trained unsupervised leakage detection machine-learning model to the partition zones and sensor data. The leakage monitoring stage can also provide localization data to identify a location of a leakage zone in the WDN based on feeding the leak detection data to a localization machine-learning model.
SYSTEMS AND METHODS FOR WATER DISTRIBUTION NETWORK LEAKAGE DETECTION AND/OR LOCALIZATION
YU XIONG (Autor:in) / FAN XUDONG (Autor:in)
14.03.2024
Patent
Elektronische Ressource
Englisch
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