A degenerated equivalent circuit model and hybrid prediction for state-of-health (SOH) of PEM fuel cell

Author(s):  
Taejin Kim ◽  
Hyunjae Kim ◽  
Jongmoon Ha ◽  
Keunsu Kim ◽  
Jungtaek Youn ◽  
...  
Author(s):  
Xiaowei Zhao ◽  
Guoyu Zhang ◽  
Lin Yang

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.


2021 ◽  
Vol 1754 (1) ◽  
pp. 012004
Author(s):  
Zhihan Jin ◽  
Jianhui Su ◽  
Yong Shi ◽  
Haining Wang ◽  
Yonghui Chen

2016 ◽  
Vol 31 (1) ◽  
pp. 187-195 ◽  
Author(s):  
Shuo Fang ◽  
Zezhong Ma ◽  
Hailong Chen ◽  
Yufeng Zhang ◽  
Shengtian Sang ◽  
...  

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