Advances in Battery Manufacturing, Service, and Management Systems (eBook)

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 Universityof 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 xv

Contributors xix

Part I Battery Manufacturing Systems

1 Lithium-Ion Battery Manufacturing for Electric Vehicles: A Contemporary Overview 3
Wayne Cai

2 Improving Battery Manufacturing Through Quality and Productivity Bottleneck indicators 29
Feng Ju, Jingshan Li, Guoxian Xiao, Ningjian Huang, Jorge Arinez, Stephan Biller, and Weiwen Deng

3 Event-Based Modeling for Battery Manufacturing Systems Using Sensor Data 57
Qing Chang, Yang Li, Stephan Biller, and Guoxian Xiao

4 A Review on End-of-Life Battery Management: Challenges, Modeling, and Solution Methods 79
Xiaoning Jin

5 An Analytics Approach for incorporating Market Demand into Production Design and Operations Optimization 99
Chris Johnson, Bahar Biller, Shanshan Wang, and Stephan Biller

Part II Battery Service Systems

6 Prognostic Classification Problem in Battery Health Management 129
Junbo Son, Raed Kontar, and Shiyu Zhou

7 A Bayesian Approach to Battery Prognostics and Health Management 151
Bhaskar Saha

8 Recent Research on Battery Diagnostics, Prognostics, and Uncertainty Management 175
Zhimin Xi, Rong Jing, Cheol Lee, and Mushegh Hayrapetyan

9 Lithium-Ion Battery Remaining Useful Life Estimation Based on Ensemble Learning With Ls-Svm Algorithm 217
Yu Peng, Siyuan Lu, Wei Xie, Datong Liu, and Haitao Liao

10 Data-Driven Prognostics for Batteries Subject to Hard Failure 233
Qiang Zhou, Jianing Man, and Junbo Son

Part III Battery Management Systems (BMS)

11 Review of Battery Equalizers and introduction to the integrated Building Block Design of Distributed BMS 257
Ye Li, Yehui Han, and Liang Zhang

12 Mathematical Modeling, Performance Analysis and Control of Battery Equalization Systems: Review and Recent Developments 281
Weiji Han, Liang Zhang, and Yehui Han

13 Review of Structures and Control of Batterysupercapacitor Hybrid Energy Storage System for Electric Vehicles 303
Feng Ju, Qiao Zhang, Weiwen Deng, and Jingshan Li

14 Power Management Control Strategy of Battery-Supercapacitor Hybrid Energy Storage System Used in Electric Vehicles 319
Qiao Zhang, Weiwen Deng, Jian Wu, Feng Ju, and Jingshan Li

15 Federal and State incentives Heighten Consumer interest in Electric Vehicles 355
William Canis

index 381