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Optimizing design and dispatch of a renewable energy system with combined heat and power
We embellish a mixed-integer program that prescribes a set of renewable energy, conventional generation, and storage technologies to procure, along with a corresponding dispatch strategy. Specifically, we add combined heat and power to this set. The model minimizes fixed and operational costs less incentives for the use of various technologies, subject to a series of component interoperability and system-wide constraints. The resulting mixed-integer linear program contains hundreds of thousands of variables and constraints. We demonstrate how to efficiently formulate and solve the corresponding instances such that we produce near-optimal solutions in minutes. A previous rendition of the model required hours of solution time for the same instances.
Optimizing design and dispatch of a renewable energy system with combined heat and power
We embellish a mixed-integer program that prescribes a set of renewable energy, conventional generation, and storage technologies to procure, along with a corresponding dispatch strategy. Specifically, we add combined heat and power to this set. The model minimizes fixed and operational costs less incentives for the use of various technologies, subject to a series of component interoperability and system-wide constraints. The resulting mixed-integer linear program contains hundreds of thousands of variables and constraints. We demonstrate how to efficiently formulate and solve the corresponding instances such that we produce near-optimal solutions in minutes. A previous rendition of the model required hours of solution time for the same instances.
Optimizing design and dispatch of a renewable energy system with combined heat and power
Optim Eng
Hirwa, Jusse (Autor:in) / Ogunmodede, Oluwaseun (Autor:in) / Zolan, Alexander (Autor:in) / Newman, Alexandra M. (Autor:in)
Optimization and Engineering ; 23 ; 1-31
01.09.2022
31 pages
Aufsatz (Zeitschrift)
Elektronische Ressource
Englisch
Mixed-integer linear optimization , Renewable energy , Combined heat and power systems , Efficient formulations Mathematics , Optimization , Engineering, general , Systems Theory, Control , Environmental Management , Operations Research/Decision Theory , Financial Engineering , Mathematics and Statistics
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