Intro -- Title page -- Table of Contents -- Copyright -- Chapter 1 Overview of Li-ion battery degradation -- Abstract -- 1.1 Requirements for battery in electric vehicles -- 1.2 Different types of degradation -- 1.3 Performance of battery degradation -- 1.4 State of health (SoH) -- 1.5 Remaining useful life (RUL) -- 1.6 Conclusions -- References -- Chapter 2 Battery life test -- Abstract -- 2.1 Testing standards -- 2.2 Test platform -- 2.3 Case study -- 2.4 Conclusions -- References -- Chapter 3 Battery degradation mechanism and analysis method -- Abstract
3.1 Principles of lithium-ion battery -- 3.2 Degradation mechanisms -- 3.3 Influence of working conditions of EVs -- 3.4 Analysis method -- 3.5 Conclusions -- References -- Chapter 4 Battery state of health estimation -- Abstract -- 4.1 Battery state of health estimation based on voltage feature -- 4.2 State of health estimation based on model and algorithm -- 4.3 AC impedance based estimation method -- 4.4 Conclusion -- References -- Chapter 5 Battery lifetime prediction methods -- Abstract -- 5.1 Model-based approach -- 5.2 Semiempirical model -- 5.3 Equivalent circuit method
5.4 Filter method -- 5.5 Particle filter -- 5.6 Data-driven methods -- 5.7 Artificial neutral networks -- 5.8 Support vector machine and relevance vector machine -- 5.9 Gray theory -- References -- Chapter 6 Lifetime management of battery degradation -- Abstract -- 6.1 Battery multilayer management strategy -- 6.2 Extending battery life by adjusting the voltage window -- 6.3 Low-temperature charging strategy optimization based on electrochemical-aging-thermal coupling model -- 6.4 Active life equalization strategy of series battery module based on a life degradation model -- 6.5 Conclusion
