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Least‐squares based coulomb counting method and its application for state‐of‐charge (SOC) estimation in electric vehicles
Author(s) -
Zhao Li,
Lin Muyi,
Chen Yong
Publication year - 2016
Publication title -
international journal of energy research
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.808
H-Index - 95
eISSN - 1099-114X
pISSN - 0363-907X
DOI - 10.1002/er.3530
Subject(s) - faraday efficiency , state of charge , coulomb , lithium (medication) , electric vehicle , power (physics) , computer science , physics , battery (electricity) , quantum mechanics , electron , medicine , electrode , electrolyte , endocrinology
Summary Coulomb counting method is a convenient and straightforward approach for estimating the state‐of‐charge (SOC) of lithium‐ion batteries. Without interrupting the power supply, the remaining capacities of them in an electric vehicle (EV) can be calculated by integrating the current leaving and entering the batteries. The main drawbacks of this method are the cumulative errors and the time‐varying coulombic efficiency, which always lead to inaccurate estimations. To deal with this problem, a least‐squares based coulomb counting method is proposed. With the proposed method, the coulombic losses can be compensated by charging/discharging coulombic efficiency η and the measurement drift can be amended with a morbid efficiency matrix. The experimental results demonstrated that the proposed method is effective and convenient. Copyright © 2016 John Wiley & Sons, Ltd.