Optimizing conduit hydropower potential by determining Pareto-optimal trade-off curve

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dc.contributor.author Van Dijk, Marco
dc.contributor.author Van Vuuren, S.J.
dc.contributor.author Cavazzini, Giovanna
dc.contributor.author Niebuhr, Chantel Monica
dc.contributor.author Santolin, Alberto
dc.date.accessioned 2023-03-02T09:58:02Z
dc.date.available 2023-03-02T09:58:02Z
dc.date.issued 2022-06-28
dc.description.abstract In numerous locations of bulk water supply/distribution systems, energy is dissipated by pressure-reducing devices, whereas it could be recovered by means of turbines or pumps as turbines. These pipe systems, owned and operated by municipalities, water utilities, large water-consuming industries, and mines, could be used as a source of renewable sustainable energy. However, the exploitation of these systems presents several issues related to the complexity of the operational optimization of the hydropower generation facilities and to the potential negative impact on the reliability of the system itself. We have developed a novel procedure to optimize the energy generation in such a conduit system by assessing the interrelationship of storage volumes, demand patterns, operating cycles, and electricity tariff structures. The procedure is a multi-objective genetic algorithm designed to provide a solution to maximize electricity generation and thus revenue and to minimize the risk involved in supplying the demand. A Pareto-optimal trade-off curve is set up, indicating the potential benefit (revenue) versus the reliability index (supply security). The results indicate that a Pareto-optimal trade-off curve was generated from which a solution could be selected which would improve the weekly revenue by up to 7.5%, while still providing a reliable water supply system. en_US
dc.description.department Civil Engineering en_US
dc.description.librarian am2023 en_US
dc.description.sponsorship The Water Research Commission in South Africa. en_US
dc.description.uri https://www.mdpi.com/journal/sustainability en_US
dc.identifier.citation van Dijk, M.; van Vuuren, S.J.; Cavazzini, G.; Niebuhr, C.M.; Santolin, A. Optimizing Conduit Hydropower Potential by Determining Pareto-Optimal Trade-Off Curve. Sustainability 2022, 14, 7876. https://DOI.org/10.3390/su14137876. en_US
dc.identifier.issn 2071-1050 (online)
dc.identifier.other 10.3390/su14137876
dc.identifier.uri https://repository.up.ac.za/handle/2263/89931
dc.language.iso en en_US
dc.publisher MDPI en_US
dc.rights © 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license. en_US
dc.subject Conduit hydropower en_US
dc.subject Energy recovery en_US
dc.subject Genetic algorithm en_US
dc.subject Optimized energy generation en_US
dc.subject Pareto optimality en_US
dc.subject Renewable energy en_US
dc.title Optimizing conduit hydropower potential by determining Pareto-optimal trade-off curve en_US
dc.type Article en_US


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