Mathematical Modeling of Lithium Batteries

1. Introduction and Perspective
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

Part I. The Electrochemical Thermal Model

2. Theoretical Framework of the Electrochemical Model
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

3. Theoretical Framework of Electrochemical–Thermal Model (ECT)
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

4. Key Applications of Electrochemical Theory
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

Part II. Reduced Order Models

5. Theoretical Framework of the Reduced Order Models (ROM)
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

6. Key Applications of ROM
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

Part III. State and Health Estimation

7. Theoretical Framework for State Estimation
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

8. Theoretical Framework for Health Estimation Using Machine Learning
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

9. Key Applications of State and Health Estimation
Krishnan S. Hariharan, Piyush Tagade, Sanoop Ramachandran

Keywords: Energy, Energy Storage, Energy Technology, Electrical Engineering