Detection of Pipes Causing Pressure Loss in Water Distribution Networks via Artificial Immune Systems

Authors : Mirac Eryiğit

Pages : 2236-2245

Doi:10.29130/dubited.1158728

View : 141 | Download : 90

Publication Date : 2023-10-24

Article Type : Research Paper

Abstract :This paper proposes the optimization model using Artificial Immune Systems, depending on a model calibration, in order to determine worn out pipes with low Hazen-Williams roughness coefficient causing pressure loss in the water distribution networks. The modified Clonal Selection Algorithm, a type of Artificial Immune Systems, was used as a heuristic optimization method. In order to evaluate its performance, the model was implemented to the four-loop hypothetical water distribution network under steady-state conditions. According to the results, the model appeared to be promising in the detection of old pipes causing high pressure losses in the water distribution networks
Keywords : Basınç kaybı, Su Dağıtım Şebekeleri, Optimizasyon, Model Kalibrasyonu, Yapay Bağışıklık Sistemleri