State of health monitoring of Li-ion batteries
Li-Ion batteries are one of the most popular power sources in many engineering filed. Therefore, it is very important to achieve an accurate online estimation of the state of the health (SOH) of the Li-Ion batteries. The project develops a data-driven approach using novel health indicator (HI) for o...
Saved in:
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Final Year Project |
| Language: | English |
| Published: |
Nanyang Technological University
2021
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/149676 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | Li-Ion batteries are one of the most popular power sources in many engineering filed. Therefore, it is very important to achieve an accurate online estimation of the state of the health (SOH) of the Li-Ion batteries. The project develops a data-driven approach using novel health indicator (HI) for online battery SOH estimation. The HI is extracted from the constant current charge process offline data. |
|---|