Li-ion battery aging tests and data analytics

• Main Author: Tan, Zheng Nan
• Other Authors: Xu Yan
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Engineering; Li-ion battery data analytics; Li-ion battery aging tests
• Online Access: https://hdl.handle.net/10356/181653
• Institution: Nanyang Technological University

This project focuses on predicting the discharge capacity of lithium-ion batteries using data-driven models, with specific attention to two health indicators: Time Interval of Equal Discharge Voltage Difference (TIEDVD) and Incremental Capacity Peak (ICpeak). The study investigates the efficacy of t...