4.1 Article

Optimization of water distribution networks using a modified particle swarm optimization algorithm

期刊

WATER SCIENCE AND TECHNOLOGY-WATER SUPPLY
卷 18, 期 2, 页码 660-678

出版社

IWA PUBLISHING
DOI: 10.2166/ws.2017.148

关键词

Epanet; mixed-discrete nonlinear programming; PSO; water distribution network

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In the present work, a model is presented for the optimization of water distribution networks (WDN). The developed model can be used to verify node pressures, head losses, and fluid flow rate and velocity in each pipe. The algorithm is based on particle swarm optimization (PSO), considering real and discrete variables and avoiding premature convergence to local optima using objective function penalization. The model yields the minimum cost of the network, the node pressures and the velocities in the pipes. The pressures and velocities are calculated using the hydraulic simulator Epanet. Some benchmark problems are used to test the applicability of the developed model, considering WDN for small-, medium-, and large-scale problems. Obtained results are consistent with those found in the literature.

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