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State estimation for advanced battery management : key challenges and future trends
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Hu, Xiaosong, Feng, Fei, Liu, Kailong, Zhang, Lei, Xie, Jiale and Liu, Bo (2019) State estimation for advanced battery management : key challenges and future trends. Renewable and Sustainable Energy Reviews , 114 . 109334. doi:10.1016/j.rser.2019.109334 ISSN 1364-0321.
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Official URL: https://doi.org/10.1016/j.rser.2019.109334
Abstract
Batteries are presently pervasive in portable electronics, electrified vehicles, and renewable energy storage. These indispensable engineering applications are all safety-critical and energy efficiency-demanding such that batteries must be meticulously monitored and manipulated, where effectively estimating the internal battery states is a key enabler. The primary goal of this paper is to present a concise, understandable overview of existing methods, key issues, technical challenges, and future trends of the battery state estimation domain. More specifically, for the first time, the state of the art in State of Charge (SOC), State of Energy (SOE), State of Health (SOH), State of Power (SOP), State of Temperature (SOT), and State of Safety (SOS) estimation is all elucidated in a tutorial yet systematical way, along with existing issues exposed. In addition, from six different viewpoints, some future important research opportunities and evolving trends of this prosperous field are disclosed, in order to stimulate more technologically innovative breakthroughs in SOC/SOE/SOH/SOP/SOT/SOS estimation.
Item Type: | Journal Article | ||||||||
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Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||||||
Journal or Publication Title: | Renewable and Sustainable Energy Reviews | ||||||||
Publisher: | Pergamon | ||||||||
ISSN: | 1364-0321 | ||||||||
Official Date: | October 2019 | ||||||||
Dates: |
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Volume: | 114 | ||||||||
Article Number: | 109334 | ||||||||
DOI: | 10.1016/j.rser.2019.109334 | ||||||||
Status: | Peer Reviewed | ||||||||
Publication Status: | Published | ||||||||
Access rights to Published version: | Restricted or Subscription Access |
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