journal article·2022-03-31Open access

Application of the Harmony Search Algorithm for Optimization of WDN and Assessment of Pipe Deterioration

Alejandro Botella Langa, Youn-Gyu Choi, Kwon-Seok Kim, Dong-Woo Jang

Applied Sciences· Volume 12· Issue 7

Abstract

The relevance of the optimal design of water distribution networks lies in its applicability. Thus, the design must be as efficient and affordable as possible, meaning that it achieves a minimum level of serviceability using an appropriate amount of resources. In this context, an ideal water network requires the use of minimum-size elements to reach the minimum head pressure required for each node of the system with the lowest energy consumption. For this purpose, a relatively new meta-heuristic algorithm, called Harmony Search, was used in this study to optimize the water distribution network of Cheongna International City, Korea, in terms of the pipe diameter. Furthermore, using the same algorithm under a different approach, an assessment of the deterioration of conduits over time was conducted by analyzing the optimal roughness coefficient for the original pipe material, which provides a useful tool for decision making. Other heuristic and meta-heuristic algorithms have been applied to this type of problem; however, Harmony Search provides a convenient implementation at a reasonable computational cost. In this study, Harmony Search is demonstrated to be a valuable tool for water distribution network optimization as well as for pipe aging assessment.
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Research context

OpenAlex topics: Water Systems and Optimization · Geotechnical Engineering and Underground Structures · Structural Integrity and Reliability Analysis

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Departament d’Enginyeria Civil i Ambiental, Universitat Politècnica de Catalunya, Carrer de Jordi Girona, 31, 08034 Barcelona, Spain

Daeyoon Scale Industrial Co., Ltd., 197-7 Guro 3-dong, Guro-gu, Seoul 152053, Korea

Department of Civil & Environmental Engineering, Incheon National University, Academy-ro 119, Yeonsu-gu, Incheon 22012, Korea

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