A novel online identification algorithm of lithium-ion battery parameters and model order based on a fractional order model
作者： Jingrun Ji , Qi Zhang , Guitao Chen , Xiangdong Sun , Biying Ren
DOI: 10.1049/RPG2.12172
关键词: Algorithm 、 Order (business) 、 Lithium-ion battery 、 Model order 、 Online identification 、 Computer science
摘要: … In order to describe the strong nonlinearity of the lithium-ion battery voltage response, the classical second-order RC equivalent circuit model is improved by introducing a fractional …
sci-hub.st 参考文章(34)
Thomas Strasser, Filip Andrén, Johannes Kathan, Carlo Cecati, Concettina Buccella, Pierluigi Siano, Paulo Leitao, Gulnara Zhabelova, Valeriy Vyatkin, Pavel Vrba, Vladimír Mařík, A Review of Architectures and Concepts for Intelligence in Future Electric Energy Systems IEEE Transactions on Industrial Electronics. ,vol. 62, pp. 2424- 2438 ,(2015) , 10.1109/TIE.2014.2361486
Jing Yang, Xuezhe Wei, Haifeng Dai, Jiangong Zhu, Xudong Xu, Lithium-Ion Battery Internal Resistance Model Based on the Porous Electrode Theory vehicle power and propulsion conference. pp. 1- 6 ,(2014) , 10.1109/VPPC.2014.7007096
Alexander Bartlett, James Marcicki, Simona Onori, Giorgio Rizzoni, Xiao Guang Yang, Ted Miller, Electrochemical Model-Based State of Charge and Capacity Estimation for a Composite Electrode Lithium-Ion Battery IEEE Transactions on Control Systems and Technology. ,vol. 24, pp. 384- 399 ,(2016) , 10.1109/TCST.2015.2446947
Fractional modeling and SOC estimation of lithium-ion battery IEEE/CAA Journal of Automatica Sinica. ,vol. 3, pp. 281- 287 ,(2016) , 10.1109/JAS.2016.7508803
Weilin Li, Liliuyuan Liang, Wenjie Liu, Xiaohua Wu, State of Charge Estimation of Lithium-Ion Batteries Using a Discrete-Time Nonlinear Observer IEEE Transactions on Industrial Electronics. ,vol. 64, pp. 8557- 8565 ,(2017) , 10.1109/TIE.2017.2703685
Rui Xiong, Jinpeng Tian, Hao Mu, Chun Wang, A systematic model-based degradation behavior recognition and health monitoring method for lithium-ion batteries Applied Energy. ,vol. 207, pp. 372- 383 ,(2017) , 10.1016/J.APENERGY.2017.05.124
Daniel‐Ioan Stroe, Maciej Swierczynski, Ana‐Irina Stroe, Søren Knudsen Kaer, Remus Teodorescu, Lithium-ion battery power degradation modelling by electrochemical impedance spectroscopy Iet Renewable Power Generation. ,vol. 11, pp. 1136- 1141 ,(2017) , 10.1049/IET-RPG.2016.0958
Hao Mu, Rui Xiong, Hongfei Zheng, Yuhua Chang, Zeyu Chen, A novel fractional order model based state-of-charge estimation method for lithium-ion battery Applied Energy. ,vol. 207, pp. 384- 393 ,(2017) , 10.1016/J.APENERGY.2017.07.003
Xiaoyu Li, Ke Pan, Guodong Fan, Rengui Lu, Chunbo Zhu, Giorgio Rizzoni, Marcello Canova, A physics-based fractional order model and state of energy estimation for lithium ion batteries. Part II: Parameter identification and state of energy estimation for LiFePO 4 battery Journal of Power Sources. ,vol. 367, pp. 202- 213 ,(2017) , 10.1016/J.JPOWSOUR.2017.09.048
Qian-Kun Wang, Yi-Jun He, Jia-Ni Shen, Xiao-Song Hu, Zi-Feng Ma, State of Charge-Dependent Polynomial Equivalent Circuit Modeling for Electrochemical Impedance Spectroscopy of Lithium-Ion Batteries IEEE Transactions on Power Electronics. ,vol. 33, pp. 8449- 8460 ,(2018) , 10.1109/TPEL.2017.2780184