Co-estimating the state of charge and health of lithium batteries through combining a minimalist electrochemical model and an equivalent circuit model

Energy ◽  
2022 ◽  
Vol 240 ◽  
pp. 122815
Author(s):  
Zhicheng Xu ◽  
Jun Wang ◽  
Peter D. Lund ◽  
Yaoming Zhang
Keyword(s):  
Equivalent Circuit ◽  
Lithium Batteries ◽  
Equivalent Circuit Model ◽  
Circuit Model ◽  
The State ◽  
State Of Charge ◽  
Electrochemical Model

A Strategy for Estimating State-of-Charge and State-of-Health of Li-Ion Batteries in Electric and Hybrid Electric Vehicles

2012 ◽  
Author(s):  
Xiaowei Zhao ◽  
Guoyu Zhang ◽  
Lin Yang
Keyword(s):  
Equivalent Circuit ◽  
Estimation Method ◽  
Equivalent Circuit Model ◽  
Circuit Model ◽  
State Of Charge ◽  
State Of Health ◽  
Li Ion Batteries ◽  
Soc Estimation ◽  
Kaiman Filtering ◽  
Li Ion

A task that has to be solved for the application of batteries in vehicles with an electric drive train is the determination of the actual state-of-health (SOH) and state-of-charge (SOC) of the battery cells. In this paper, an on board strategy for estimating SOC and SOH of Li-ion batteries is proposed. The equivalent circuit model is used for both SOC and SOH estimations. In SOH algorithm, the estimated value of battery capacity not only reflects the aging degree of battery pack, but also provides information for SOC estimation. Meanwhile, the extended Kaiman filtering is used in SOC estimation. Because the performance of the equivalent circuit model will be better at small currents than at high currents, extended Kaiman filtering is substituted by Ampere-Hour counting when the absolute value of current is greater than a calibration value. The Digatron battery tester was used to evaluate the proposed estimation method, and results show that the estimation method has high accuracy and efficiency at ordinary temperatures.

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