Electrochemistry Study & Model Construction
A systematic journey into lithium-ion battery electrochemical simulation, from SPM to SPMe to P2D model development.
Learning Roadmap
| Chapter | Topic | Status | Notes |
|---|---|---|---|
| Chapter 1 | Fundamental Concepts & OCV | Complete | View Notes |
| Chapter 2 | Diffusion Equation | Complete | View Notes |
| Chapter 3 | Butler-Volmer Kinetics | Complete | View Notes |
| Chapter 4 | Full SPM Implementation | Complete | View Notes |
| Chapter 5 | SPMe Model | Pending | - |
| Chapter 6 | P2D Model | Pending | - |
| Chapter 7 | Advanced Applications | Pending | - |
Study Plans
- 8-Week Complete Learning Plan
- Chapter 1 → Chapter 2 Progress Snapshot
- Chapter 3 → Chapter 4 Progress Snapshot
Core Competency Goals
- Understand fundamental electrochemical principles and battery operating mechanisms
- Master the mathematical foundations of SPM, SPMe, and P2D models
- Implement complete battery simulations in Python
- Analyze simulation results and interpret battery behavior
Recommended Resources
- Electrochemical Methods — Bard & Faulkner
- Battery Management Systems — Plett
- Doyle et al. — Single Particle Model with Electrolyte (SPMe)
- Newman's P2D Model papers