Water distribution network optimization using maximum entropy under multiple loading patterns
Czajkowska, Anna and Tanyimboh, Tiku (2013) Water distribution network optimization using maximum entropy under multiple loading patterns. Water Science and Technology: Water Supply, 13 (5). pp. 1265-1271. ISSN 1606-9749 (https://doi.org/10.2166/ws.2013.119)
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Abstract
This paper proposes a maximum entropy-based multi-objective genetic algorithm approach for the design optimization of water distribution networks (WDNs). The novelty is that in contrast to previous research involving statistical entropy the algorithm can handle multiple operating conditions. We used NSGA II and EPANET 2 and wrote a subroutine that calculates the entropy value for any given WDN configuration. The proposed algorithm is demonstrated by designing a six-loop network that is well known from previous entropy studies. We used statistical entropy to include reliability in the design optimization procedure in a computationally efficient way.
ORCID iDs
Czajkowska, Anna ORCID: https://orcid.org/0000-0002-9978-8568 and Tanyimboh, Tiku ORCID: https://orcid.org/0000-0003-3741-7689;-
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Item type: Article ID code: 43212 Dates: DateEvent2013Published14 September 2013Published OnlineNotes: ©IWA Publishing 2013. The definitive peer-reviewed and edited version of this article is published in Water Science & Technology: Water Supply Vol 13 No 5 pp 1265–1271 2013 10.2166/ws.2013.119 and is available at www.iwapublishing.com. Subjects: Technology > Engineering (General). Civil engineering (General) Department: Faculty of Engineering > Civil and Environmental Engineering Depositing user: Pure Administrator Date deposited: 15 Mar 2013 11:17 Last modified: 25 Nov 2024 01:07 Related URLs: URI: https://strathprints.strath.ac.uk/id/eprint/43212