Please use this identifier to cite or link to this item: https://hdl.handle.net/10356/163195
Title: A two-layer framework for optimal control of battery temperature and microgrid operation
Authors: Singh, Anshuman
Nguyen, Hung D.
Keywords: Engineering::Electrical and electronic engineering
Issue Date: 2022
Source: Singh, A. & Nguyen, H. D. (2022). A two-layer framework for optimal control of battery temperature and microgrid operation. Journal of Energy Storage, 50, 104057-. https://dx.doi.org/10.1016/j.est.2022.104057
Project: NTU SUG grant 
MOE 2019- T1-001-119
EMA-EP004-EKJGC-0003
Journal: Journal of Energy Storage
Abstract: Battery energy storage is an essential component of a microgrid. The working temperature of the battery is an important factor as a high-temperature condition generally increases losses, reduces useful life, and can even lead to fire hazards. Hence, it is indispensable to regulate the temperature profile of the battery modules and packs properly during its operation. In view of this, a two-layer optimal control and operation scheme is proposed for a microgrid with battery energy storage. In the first layer, an optimal control model is formed to derive the optimal control policy that minimizes the control efforts, consisting of the fan speed and battery current magnitude, in order to achieve a reference value of temperature in the battery module. In the second layer, the system operator of the microgrid performs an optimal power flow to search for the optimal reference for temperature and the corresponding operating current of the battery that minimizes the operation cost of the entire microgrid system. This two-layer scheme offers a great computational benefit that allows for large-scale integration of batteries. A case study is performed on the proposed two-layer framework to illustrate its performance.
URI: https://hdl.handle.net/10356/163195
ISSN: 2352-152X
DOI: 10.1016/j.est.2022.104057
Rights: © 2022 Elsevier Ltd. All rights reserved.
Fulltext Permission: none
Fulltext Availability: No Fulltext
Appears in Collections:EEE Journal Articles

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