Model-free sensor placement for water distribution networks using genetic algorithms and clustering

L Romero-Ben, G Cembrano, V Puig, J Blesa - IFAC-PapersOnLine, 2022 - Elsevier
This paper presents a model-free methodology for the placement of pressure sensors in
water distribution networks (WDNs) with the aim of performing leak detection/localization
tasks. The approach is based on a custom genetic algorithm (GA) optimization scheme,
which considers a population whose individuals are binary vectors encoding the network
nodes with/without sensors. The optimization process pursues the minimization of a distance-
based metric, computed considering the pipe distance from the possible sensors to the …
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