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

dc.contributor.authorVan Dijk, Marco
dc.contributor.authorVan Vuuren, S.J.
dc.contributor.authorCavazzini, Giovanna
dc.contributor.authorNiebuhr, Chantel Monica
dc.contributor.authorSantolin, Alberto
dc.contributor.emailmarco.vandijk@up.ac.zaen_US
dc.date.accessioned2023-03-02T09:58:02Z
dc.date.available2023-03-02T09:58:02Z
dc.date.issued2022-06-28
dc.description.abstractIn 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.departmentCivil Engineeringen_US
dc.description.librarianam2023en_US
dc.description.sponsorshipThe Water Research Commission in South Africa.en_US
dc.description.urihttps://www.mdpi.com/journal/sustainabilityen_US
dc.identifier.citationvan 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.issn2071-1050 (online)
dc.identifier.other10.3390/su14137876
dc.identifier.urihttps://repository.up.ac.za/handle/2263/89931
dc.language.isoenen_US
dc.publisherMDPIen_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.subjectConduit hydropoweren_US
dc.subjectEnergy recoveryen_US
dc.subjectGenetic algorithmen_US
dc.subjectOptimized energy generationen_US
dc.subjectPareto optimalityen_US
dc.subjectRenewable energyen_US
dc.titleOptimizing conduit hydropower potential by determining Pareto-optimal trade-off curveen_US
dc.typeArticleen_US

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