Stochastic Models in Reliability Engineering

17 State of Health Prognostics of Lithium-Ion Batteries

Huixing Meng and Yan-Fu Li

DOI: 10.4324/9780429331527-17

Contents

• 17.1 Introduction
• 17.2 Prognostics of State of Health for Lithium-Ion Batteries
  • 17.2.1 Battery Dataset
  • 17.2.2 Charging Process
  • 17.2.3 Discharge Process
  • 17.2.4 Capacity Degradation
  • 17.2.5 Prognostics of Battery Capacity Degradation
• 17.3 Gaussian Process Regression-Based Prognostics of State of Health for Lithium-Ion Batteries
• 17.4 Conclusion
• List of Abbreviations
• References

17.1 Introduction

Due to the characteristics of high energy density, flexible and lightweight design, long lifespan, and low cost (Tarascon and Armand, 2001, Severson et al., 2019), lithium-ion batteries are becoming an increasingly key device ...