This paper considers power distribution grids and addresses the problem of finding optimal placement strategies for energy storage systems. The placement problem is, unfortunately, combinatorially complex. A placement strategy with performance guarantees based on submodularity theory and greedy methods is proposed. The greedy method is then compared with a heuristic strategy that relies on voltage sensitivity analysis. The features of both techniques are discussed and illustrated through an application to a test feeder.
Bucciarelli, M., Paoletti, S., Dall'Anese, E., Vicino, A. (2020). On the greedy placement of energy storage systems in distribution grids. In Proceedings of the American Control Conference (pp.1280-1285). New York : Institute of Electrical and Electronics Engineers Inc. [10.23919/ACC45564.2020.9148024].
On the greedy placement of energy storage systems in distribution grids
Bucciarelli M.;Paoletti S.
;Vicino A.
2020-01-01
Abstract
This paper considers power distribution grids and addresses the problem of finding optimal placement strategies for energy storage systems. The placement problem is, unfortunately, combinatorially complex. A placement strategy with performance guarantees based on submodularity theory and greedy methods is proposed. The greedy method is then compared with a heuristic strategy that relies on voltage sensitivity analysis. The features of both techniques are discussed and illustrated through an application to a test feeder.File | Dimensione | Formato | |
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https://hdl.handle.net/11365/1119302