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Renewable Energy and Power Quality Journal
Article . 2025 . Peer-reviewed
License: CC BY
Data sources: Crossref
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Optimal operation of Distributed Battery Energy Storage System

Authors: Chaer, Ruben; Flieller Alfonso, Guillermo Francisco; Casaravilla, Gonzalo;

Optimal operation of Distributed Battery Energy Storage System

Abstract

This paper presents an algorithm for the optimaloperable dispatch of distributed battery banks in systems with high integration of variable renewable energies. As a test case, the application of the algorithm is presented in a possible expansion of the Colombian system 2024-2039, subdivided into five regions each with its DBESS. The novelty lies in how to integrate a set of technologies such as stochastic dynamic programming, with reinforcement learning and optimization of the marginal benefit of an agent to obtain an operable operation policy close to the achievable optimum.

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Keywords

Operation policy, Distributed battery banks, Energy dispatch, Operation

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
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