Momentary informatics based data-driven estimation of lithium-ion battery health under dynamic discharging currents

• Main Authors: Poh, Wesley Qi Tong, Xu, Yan, Liu, Wei, Tan, Robert Thiam Poh
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2025
• Subjects: Engineering; Lithium-ion battery; Momentary health indicator
• Online Access: https://hdl.handle.net/10356/182762
• Institution: Nanyang Technological University

Data-driven approaches have been proposed to estimate the state-of-health (SOH) of lithium-ion batteries. Most of the existing data-driven approaches are designed for conditions of constant current (CC) charging/discharging at a specific rate over a long duration. However, the loading profiles of ba...