Development of Digital Twin-based Prognosis and Health Management (PHM) for Electrical Motor in Electric Vehicle

Development of Digital Twin-based Prognosis and Health Management (PHM) for Electrical Motor in Electric Vehicle

1. Introduction

1.1. Background

Electric Vehicle

Recent Development of Electric Vehicle

Objective of Prognosis and Health Management in Electric Vehicle

Importance of Electric Motor in Electric Vehicle

Reliability Problems in Electric Motor

General Objectives

1.2. Motivation and Research Problems

Importance of PHM in Electric Motor

Digital Twin as a Method of PHM

Research Contribution

Thesis Structure

2. Digital Twin in Electric Vehicles: State of the Art

2.1 Introduction

2.2. Definition of Digital Twin

3. PHM in Electric Motor: State of the Art

3.1. Introduction

3.1. PHM

• PHM Health Management Strategies
• PHM Processes

3.2. Fault in Electric Motor

• Electric Motor

3.3. PHM in Electric Motor

4. Signal Processing: State of the Art

5. Data Fusion: State of the Art

6. Research Setup (Developed Approach)

7. Analysis 1

8. Analysis 2

9. Analysis 3