Near optimal energy management algorithms for grid-connected storage systems
This paper proposes near optimal (to a desired degree) deterministic charge/discharge policies for the maximization of profit in a grid-connected storage system. The changing price of electricity is assumed to be known. We give algorithms for the approximate solution using dynamic programming. We pr...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | This paper proposes near optimal (to a desired degree) deterministic charge/discharge policies for the maximization of profit in a grid-connected storage system. The changing price of electricity is assumed to be known. We give algorithms for the approximate solution using dynamic programming. We prove that a bang off bang (BOB) type policy is optimal if the storage device is a supercapacitor. The advantages of using a battery model that takes into account the diffusion of charges are discussed and both simulation and experimental results are shown. |
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DOI: | 10.1109/EEEI.2012.6377100 |