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Optimal booster station design and operation under uncertain load

  • Given industrial applications, the costs for the operation and maintenance of a pump system typically far exceed its purchase price. For finding an optimal pump configuration which minimizes not only investment, but life-cycle costs, methods like Technical Operations Research which is based on Mixed-Integer Programming can be applied. However, during the planning phase, the designer is often faced with uncertain input data, e.g. future load demands can only be estimated. In this work, we deal with this uncertainty by developing a chance-constrained two-stage (CCTS) stochastic program. The design and operation of a booster station working under uncertain load demand are optimized to minimize total cost including purchase price, operation cost incurred by energy consumption and penalty cost resulting from water shortage. We find optimized system layouts using a sample average approximation (SAA) algorithm, and analyze the results for different risk levels of water shortage. By adjusting the risk level, the costs and performance range of the system can be balanced, and thus the system’s resilience can be engineered

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Metadaten
Verfasserangaben:Hui Sun, Lena Altherr, Ji Pei, Peter F. Pelz, Shouqi Yuan
DOI:https://doi.org/10.4028/www.scientific.net/AMM.885.102
ISSN:1662-7482
Titel des übergeordneten Werkes (Englisch):Applied Mechanics and Materials
Verlag:Trans Tech Publications
Verlagsort:Bäch
Dokumentart:Wissenschaftlicher Artikel
Sprache:Englisch
Erscheinungsjahr:2018
Datum der Publikation (Server):09.12.2021
Freies Schlagwort / Tag:Chance Constraint; Engineering Application; Pump System; Stochastic Programming; Water Distribution
Jahrgang:885
Erste Seite:102
Letzte Seite:115
Link:https://doi.org/10.4028/www.scientific.net/AMM.885.102
Zugriffsart:weltweit
Fachbereiche und Einrichtungen:FH Aachen / Fachbereich Elektrotechnik und Informationstechnik
collections:Verlag / Trans Tech Publications
Open Access / Hybrid
Lizenz (Deutsch):License LogoCreative Commons - Namensnennung