Intelligent Control for Modern Transportation Systems

Chapter 9 Reinforcement learning-based intelligent energy management system for electric vehicle

Abhishek Kumar

SOET, CMR University

Amit Kukker

SIT, Symbiosis International

DOI: 10.1201/9781003436089-9

Contents

• 9.1 Introduction
• 9.2 Electric Vehicle and Energy Management System
  • 9.2.1 Electric vehicle
  • 9.2.2 Energy management system for electric vehicles
• 9.3 Reinforcement Learning Basics
• 9.4 Reinforcement Learning-Based Energy Management System for Electric Vehicle
• 9.5 Conclusion
• Appendix-1
• References

9.1 Introduction

Electric vehicles (EVs) have gained a lot of attraction from researchers and industries due to the limitation of conventional (i.e., fossil) fuels. Moreover, with the increasing use of EVs, the problem of global warming ...