Abstract

This paper presents a novel methodology for the coupled optimization of water distribution network (WDN) pipe sizing and isolation valve placement. The methodology is based on the effective application of biobjective genetic algorithm optimization to simultaneously minimize installation cost and average demand shortfall due to segment isolations, followed by a postprocessing financial analysis including assessment of valve maintenance costs. For speeding up convergence, a constraint is implemented in the optimization to enforce the telescopic property of pipe diameters, which are expected to shrink from source(s) to external parts of the WDN. The methodology is applied to two case studies with different levels of complexity, enabling the results to be compared with the traditional approach based on decoupled least-cost optimization of pipe sizing and placement of isolation valves at all (N_valve rule) or all but one (N-1_valve rule) pipes connected to the generic demand node. The least-cost pipe design equipped with the N_valve rule valve placement is always dominated. The adoption of the N-1_valve rule yields very close results to the optimization, as long as the best among the very numerous possible N-1_valve layouts is suitably identified. However, more beneficial solutions featuring lower valve maintenance costs can be selected from the optimal solutions obtained from the novel methodology. The use of the weighted average demand shortfall as objective function, instead of the simple average demand shortfall, tends to produce a larger variety of solutions.

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Data Availability Statement

All data, models, or code that support the findings of this study is available from the corresponding author upon reasonable request.

Acknowledgments

Authors A. Mottahedin, C. Giudicianni, and E. Creaco would like to acknowledge support from Italian MIUR and University of Pavia within the program Dipartimenti di Eccellenza 2023–2027. The author M. C. Cunha would like to acknowledge the support of national funds through FCT, under the project UIDB/00285/2020.

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Go to Journal of Water Resources Planning and Management
Journal of Water Resources Planning and Management
Volume 150Issue 10October 2024

History

Received: Sep 8, 2023
Accepted: May 2, 2024
Published online: Aug 12, 2024
Published in print: Oct 1, 2024
Discussion open until: Jan 12, 2025

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Ph.D. Student, Dipartimento di Ingegneria Civile e Architettura, Università degli Studi di Pavia, Via Ferrata 3, Pavia 27100, Italy (corresponding author). ORCID: https://orcid.org/0000-0001-7057-8770. Email: [email protected]
Researcher, Dipartimento di Ingegneria Civile e Architettura, Università degli Studi di Pavia, Via Ferrata 3, Pavia 27100, Italy. ORCID: https://orcid.org/0000-0002-4082-2557. Email: [email protected]
Full Professor, Centre for Mechanical Engineering Materials and Processes (CEMMPRE), Dept. of Civil Engineering, Univ. of Coimbra, Coimbra 3030-788, Portugal. ORCID: https://orcid.org/0000-0002-0903-785X. Email: [email protected]
Full Professor, Dipartimento di Ingegneria Civile e Architettura, Università degli Studi di Pavia, Via Ferrata 3, Pavia 27100, Italy. ORCID: https://orcid.org/0000-0003-4422-2417. Email: [email protected]

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  • Analysis, design, and maintenance of isolation valves in water distribution networks: State of the art review, insights from field experiences and future directions, Water Research, 10.1016/j.watres.2024.122088, 262, (122088), (2024).

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