Advances in Battery Manufacturing, Service, and Management Systems

JINGSHAN LI is a Professor in the Department of Industrial and Systems Engineering at the University of Wisconsin-Madison, USA. He received his PhD in Electrical Engineering - Systems at the University of Michigan, USA.SHIYU ZHOU is a Professor in the Department of Industrial and Systems Engineering at the University of Wisconsin-Madison, USA. He received his PhD in Mechanical Engineering at the University of Michigan, USA.YEHUI HAN is an Assistant Professor in the Department of Electrical and Computer Engineering at the University of Wisconsin-Madison, USA. He received his PhD in Electrical Engineering at the Massachusetts Institute of Technology, USA.

• Preface xvContributors xixPart I Battery Manufacturing Systems1 Lithium-Ion Battery Manufacturing for Electric Vehicles: A Contemporary Overview 3Wayne Cai2 Improving Battery Manufacturing Through Quality and Productivity Bottleneck indicators 29Feng Ju, Jingshan Li, Guoxian Xiao, Ningjian Huang, Jorge Arinez, Stephan Biller, and Weiwen Deng3 Event-Based Modeling for Battery Manufacturing Systems Using Sensor Data 57Qing Chang, Yang Li, Stephan Biller, and Guoxian Xiao4 A Review on End-of-Life Battery Management: Challenges, Modeling, and Solution Methods 79Xiaoning Jin5 An Analytics Approach for incorporating Market Demand into Production Design and Operations Optimization 99Chris Johnson, Bahar Biller, Shanshan Wang, and Stephan BillerPart II Battery Service Systems6 Prognostic Classification Problem in Battery Health Management 129Junbo Son, Raed Kontar, and Shiyu Zhou7 A Bayesian Approach to Battery Prognostics and Health Management 151Bhaskar Saha8 Recent Research on Battery Diagnostics, Prognostics, and Uncertainty Management 175Zhimin Xi, Rong Jing, Cheol Lee, and Mushegh Hayrapetyan9 Lithium-Ion Battery Remaining Useful Life Estimation Based on Ensemble Learning With Ls-Svm Algorithm 217Yu Peng, Siyuan Lu, Wei Xie, Datong Liu, and Haitao Liao10 Data-Driven Prognostics for Batteries Subject to Hard Failure 233Qiang Zhou, Jianing Man, and Junbo SonPart III Battery Management Systems (BMS)11 Review of Battery Equalizers and introduction to the integrated Building Block Design of Distributed BMS 257Ye Li, Yehui Han, and Liang Zhang12 Mathematical Modeling, Performance Analysis and Control of Battery Equalization Systems: Review and Recent Developments 281Weiji Han, Liang Zhang, and Yehui Han13 Review of Structures and Control of Batterysupercapacitor Hybrid Energy Storage System for Electric Vehicles 303Feng Ju, Qiao Zhang, Weiwen Deng, and Jingshan Li14 Power Management Control Strategy of Battery-Supercapacitor Hybrid Energy Storage System Used in Electric Vehicles 319Qiao Zhang, Weiwen Deng, Jian Wu, Feng Ju, and Jingshan Li15 Federal and State incentives Heighten Consumer interest in Electric Vehicles 355William Canisindex 381