Robust Adaptive Sliding-Mode Observer Using RBF Neural Network for Lithium-Ion Battery State of Charge Estimation in Electric Vehicles

IEEE Transactions on Vehicular Technology ◽

10.1109/tvt.2015.2427659 ◽

2016 ◽

Vol 65 (4) ◽

pp. 1936-1947 ◽

Author(s):

Xiaopeng Chen ◽

Weixiang Shen ◽

Mingxiang Dai ◽

Zhenwei Cao ◽

Jiong Jin ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Electric Vehicles ◽

Sliding Mode ◽

Rbf Neural Network ◽

Lithium Ion ◽

State Of Charge ◽

Battery State Of Charge ◽

Robust Adaptive ◽

State Of Charge Estimation

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Robust sliding mode observer using RBF neural network for lithium-ion battery state of charge estimation in electric vehicles

2014 9th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2014.6931128 ◽

2014 ◽

Author(s):

Xiaopeng Chen ◽

Weixiang Shen ◽

Zhenwei Cao ◽

Ajay Kapoor

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Electric Vehicles ◽

Sliding Mode ◽

Rbf Neural Network ◽

Lithium Ion ◽

Sliding Mode Observer ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium‐ion battery state‐of‐charge estimation of an order‐reduced physics‐based model in electric vehicles considering erroneous initialization

International Journal of Energy Research ◽

10.1002/er.7403 ◽

2021 ◽

Author(s):

Aihua Tang ◽

Lei Yao ◽

Peng Gong ◽

Yihan Jiang

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicles ◽

Lithium Ion ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Lithium-ion battery state of charge estimation based on dynamic neural network and Kalman filter

2018 IEEE International Conference on Prognostics and Health Management (ICPHM) ◽

10.1109/icphm.2018.8448734 ◽

2018 ◽

Author(s):

Chen Kun ◽

Mao Zhiwei ◽

Lai Yuehua ◽

Jiang Zhinong ◽

Zhang Jinjie

Keyword(s):

Neural Network ◽

Kalman Filter ◽

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Dynamic Neural Network ◽

Battery State Of Charge ◽

State Of Charge Estimation

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An adaptive sliding mode observer for lithium-ion battery state of charge and state of health estimation in electric vehicles

Control Engineering Practice ◽

10.1016/j.conengprac.2016.05.014 ◽

2016 ◽

Vol 54 ◽

pp. 81-90 ◽

Author(s):

Jiani Du ◽

Zhitao Liu ◽

Youyi Wang ◽

Changyun Wen

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicles ◽

Sliding Mode ◽

Lithium Ion ◽

Sliding Mode Observer ◽

State Of Charge ◽

State Of Health ◽

Adaptive Sliding Mode ◽

Battery State Of Charge

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Lithium-ion Battery State of Charge Estimation Method Using Optimized Deep Recurrent Neural Network Algorithm

2019 IEEE Industry Applications Society Annual Meeting ◽

10.1109/ias.2019.8912322 ◽

2019 ◽

Author(s):

M.S. Hossain Lipu ◽

M. A. Hannan ◽

Aini Hussain ◽

M.H.M. Saad ◽

A. Ayob ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Recurrent Neural Network ◽

Estimation Method ◽

Lithium Ion ◽

State Of Charge ◽

Deep Recurrent Neural Network ◽

Battery State Of Charge ◽

Neural Network Algorithm ◽

State Of Charge Estimation

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A Novel Observer for Lithium-Ion Battery State of Charge Estimation in Electric Vehicles Based on a Second-Order Equivalent Circuit Model

Energies ◽

10.3390/en10081150 ◽

2017 ◽

Vol 10 (8) ◽

pp. 1150 ◽

Author(s):

Bizhong Xia ◽

Wenhui Zheng ◽

Ruifeng Zhang ◽

Zizhou Lao ◽

Zhen Sun

Keyword(s):

Lithium Ion Battery ◽

Equivalent Circuit ◽

Electric Vehicles ◽

Equivalent Circuit Model ◽

Lithium Ion ◽

Circuit Model ◽

Second Order ◽

State Of Charge ◽

Battery State Of Charge ◽

State Of Charge Estimation

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Open-Circuit Voltage-Based State of Charge Estimation of Lithium-ion Battery Using Dual Neural Network Fusion Battery Model

Electrochimica Acta ◽

10.1016/j.electacta.2015.12.001 ◽

2016 ◽

Vol 188 ◽

pp. 356-366 ◽

Author(s):

Xuanju Dang ◽

Li Yan ◽

Kai Xu ◽

Xiru Wu ◽

Hui Jiang ◽

...

Keyword(s):

Neural Network ◽

Lithium Ion Battery ◽

Open Circuit Voltage ◽

Lithium Ion ◽

Open Circuit ◽

State Of Charge ◽

Battery Model ◽

State Of Charge Estimation

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State of Charge estimation algorithms in Lithium-ion battery-powered Electric Vehicles

2018 International Conference on Electronics, Control, Optimization and Computer Science (ICECOCS) ◽

10.1109/icecocs.2018.8610646 ◽

2018 ◽

Author(s):

ZENAB MOUSSALLI ◽

MOULAY BRAHIM SEDRA ◽

ANASS AIT LAACHIR

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicles ◽

Lithium Ion ◽

State Of Charge ◽

Estimation Algorithms ◽

State Of Charge Estimation

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A low-complexity state of charge estimation method for series-connected lithium-ion battery pack used in electric vehicles

Journal of Power Sources ◽

10.1016/j.jpowsour.2019.226972 ◽

2019 ◽

Vol 441 ◽

pp. 226972 ◽

Author(s):

Zhongkai Zhou ◽

Bin Duan ◽

Yongzhe Kang ◽

Naxin Cui ◽

Yunlong Shang ◽

...

Keyword(s):

Lithium Ion Battery ◽

Electric Vehicles ◽

Estimation Method ◽

Lithium Ion ◽

Low Complexity ◽

State Of Charge ◽

Battery Pack ◽

State Of Charge Estimation

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On the relative contributions of bias and noise to lithium-ion battery state of charge estimation errors

Journal of Energy Storage ◽

10.1016/j.est.2017.01.006 ◽

2017 ◽

Vol 11 ◽

pp. 86-92 ◽

Author(s):

Sergio Mendoza ◽

Ji Liu ◽

Partha Mishra ◽

Hosam Fathy

Keyword(s):

Lithium Ion Battery ◽

Lithium Ion ◽

State Of Charge ◽

Estimation Errors ◽

Battery State Of Charge ◽

State Of Charge Estimation

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