A Data-Driven Method for Health Monitoring of Lithium-Ion Batteries in Real-World Scenarios

Authors: Li, Jinwen, Deng, Zhongwei, Hu, Xiaosong

Source: 2024 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific) Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific), 2024 IEEE. :1050-1052 Oct, 2024

Relation: 2024 IEEE Transportation Electrification Conference and Expo, Asia-Pacific (ITEC Asia-Pacific)

Comparative Analysis of Control Observer-Based Methods for State Estimation of Lithium-Ion Batteries in Practical Scenarios

Authors: Saeed, Muhammad, Khalatbarisoltani, Arash, Deng, Zhongwei, Liu, Wenxue, Altaf, Faisal, Lu, Shuai, Hu, Xiaosong

Source: IEEE/ASME Transactions on Mechatronics, early access, (09 October 2024)

Subject Terms: Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2411.18867

Graph Convolutional Networks for Lithium-Ion Battery Health Estimation

Authors: He, Yuxin, Deng, Zhongwei, Nie, Wenhao, Jiang, Chunlin

Source: 2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia) Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia), 2024 IEEE 10th International. :1663-1668 May, 2024

Relation: 2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia)

Fault detection based on multiple features clustering and unsupervised scoring for lithium-ion battery packs

Authors: Nie, Wenhao, Deng, Zhongwei, He, Yuxin, Jiang, Chunlin

Source: 2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia) Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia), 2024 IEEE 10th International. :1814-1818 May, 2024

Relation: 2024 IEEE 10th International Power Electronics and Motion Control Conference (IPEMC2024-ECCE Asia)

Research on Parameter Identification in Electrochemical Models of Lithium-Ion Batteries Based on Identifiability Analysis and Hierarchical Strategies

Authors: Xiang, Fei, Wang, Bing, Deng, Zhongwei, Zhou, Jingjing, Zheng, Meng, Huang, Yi, Zou, Peng

Source: 2023 3rd International Conference on New Energy and Power Engineering (ICNEPE) New Energy and Power Engineering (ICNEPE), 2023 3rd International Conference on. :900-910 Nov, 2023

Relation: 2023 3rd International Conference on New Energy and Power Engineering (ICNEPE)

Battery Capacity Trajectory Prediction with Multi-output Gaussian Process

Authors: Li, Jinwen, Deng, Zhongwei, Hu, Xiaosong

Source: 2022 4th International Conference on Smart Power & Internet Energy Systems (SPIES) Smart Power & Internet Energy Systems (SPIES), 2022 4th International Conference on. :1916-1922 Dec, 2022

Relation: 2022 4th International Conference on Smart Power & Internet Energy Systems (SPIES)

Investigating the Electrothermal Behavior of eVTOL Batteries in Urban Air Mobility Applications

Authors: Liu, Wenxue, Deng, Zhongwei, Li, Jiacheng, Hu, Xiaosong

Source: 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) Intelligent Transportation Systems (ITSC), 2022 IEEE 25th International Conference on. :40-45 Oct, 2022

Relation: 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC)

Lifetime prognostics of lithium-ion battery pack based on its early cycling data and complete degradation information of battery cells

Authors: Wang, Jiwei, Che, Yunhong, Deng, Zhongwei, Peng, Kaile, Guan, Guoqing, Abudula, Abuliti

Source: 2021 IEEE 2nd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA) Information Technology, Big Data and Artificial Intelligence (ICIBA), 2021 IEEE 2nd International Conference on. 2:961-965 Dec, 2021

Relation: 2021 IEEE 2nd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA)

Battery Health Estimation Using Electrochemical Aging Model and Ensemble Kalman Filtering

Authors: Xu, Le, Deng, Zhongwei, Hu, Xiaosong

Source: 2021 IEEE International Future Energy Electronics Conference (IFEEC) Future Energy Electronics Conference (IFEEC), 2021 IEEE International. :1-6 Nov, 2021

Relation: 2021 IEEE International Future Energy Electronics Conference (IFEEC)

Distributed Collaborative Control of Multiple Smart Homes via Consensus ADMM

Authors: Deng, Xinchen, Deng, Zhongwei, Hu, Xiaosong

Source: 2021 IEEE International Future Energy Electronics Conference (IFEEC) Future Energy Electronics Conference (IFEEC), 2021 IEEE International. :1-5 Nov, 2021

Relation: 2021 IEEE International Future Energy Electronics Conference (IFEEC)

Shrinkage mamba relation network with out-of-distribution data augmentation for rotating machinery fault detection and localization under zero-faulty data

Authors: Chen, Zuoyi ^{a, b, ⁎}, Huang, Hong-Zhong ^{a, b}, Deng, Zhongwei ^{a, b}, Wu, Jun ^c

Source: In Mechanical Systems and Signal Processing 1 February 2025 224

Local Motion Planning Framework for Autonomous Vehicle Considering Position Uncertainty in Highway

Authors: Yang, Xin, Tang, Xiaolin, Yang, Kai, Fu, Chunyun, Deng, Zhongwei

Source: 2020 4th CAA International Conference on Vehicular Control and Intelligence (CVCI) Vehicular Control and Intelligence (CVCI), 2020 4th CAA International Conference on. :471-474 Dec, 2020

Relation: 2020 4th CAA International Conference on Vehicular Control and Intelligence (CVCI)

An early fault detection method of series battery packs based on multi-feature clustering and unsupervised scoring

Authors: Nie, Wenhao ^a, Deng, Zhongwei ^{a, b, ⁎}, Li, Jinwen ^b, Zhang, Kai ^b, Zhou, Jingjing ^c, Xiang, Fei ^c

Source: In Energy 15 May 2025 323

Electrochemical Parameter Identification for Lithium-ion Battery Sources in Self-Sustained Transportation Energy Systems

Authors: Gu, Yuxuan, Wang, Jianxiao, Chen, Yuanbo, Zheng, Kedi, Deng, Zhongwei, Chen, Qixin

Subject Terms: Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2206.10099

Unlocking the potential of unlabeled data: Self-supervised machine learning for battery aging diagnosis with real-world field data

Authors: Wang, Qiao, Ye, Min, Celik, Sehriban, Deng, Zhongwei, Li, Bin, Uwe Sauer, Dirk, Li, Weihan

Source: In Journal of Energy Chemistry December 2024 99:681-691

State-of-health estimation for fast-charging lithium-ion batteries based on a short charge curve using graph convolutional and long short-term memory networks

Authors: He, Yvxin, Deng, Zhongwei, Chen, Jue, Li, Weihan, Zhou, Jingjing, Xiang, Fei, Hu, Xiaosong

Source: In Journal of Energy Chemistry November 2024 98:1-11

Global Sensitivity Analysis of Battery Single Particle Model Parameters

Authors: Zeng, Xia, Xu, Le, Deng, Zhongwei, Feng, Fei, Hu, Xiaosong

Source: 2019 IEEE Vehicle Power and Propulsion Conference (VPPC) Vehicle Power and Propulsion Conference (VPPC), 2019 IEEE. :1-6 Oct, 2019

Relation: 2019 IEEE Vehicle Power and Propulsion Conference (VPPC)

A simplified electro-chemical lithium-ion battery model applicable for in situ monitoring and online control

Authors: Gu, Yuxuan, Wang, Jianxiao, Chen, Yuanbo, Deng, Zhongwei, Guo, Hongye, Zheng, Kedi, Chen, Qixin

Subject Terms: Electrical Engineering and Systems Science - Systems and Control

Access URL: http://arxiv.org/abs/2111.03288

A failure risk assessment method for lithium-ion batteries based on big data of after-sales vehicles

Authors: Liu, Chenghao, Zhang, Kai, Deng, Zhongwei, Zhao, Xiaowei, Zhang, Xinyu, Wang, Zhenyu

Source: In Engineering Failure Analysis September 2024 163 Part B

Big field data-driven battery pack health estimation for electric vehicles: A deep-fusion transfer learning approach

Authors: Liu, Hongao, Deng, Zhongwei, Che, Yunhong, Xu, Le, Wang, Bing, Wang, Zhenyu, Xie, Yi, Hu, Xiaosong

Source: In Mechanical Systems and Signal Processing 1 September 2024 218