Battery State of Health Prediction Framework Using Physics-Informed Neural Networks
Date:
Presented research on battery State of Health prediction using Physics-Informed Neural Networks at the Korean Society for Reliability conference.
Abstract
This study proposes a framework for predicting the State of Health (SOH) of lithium-ion batteries using Physics-Informed Neural Networks (PINNs).
Original Title (Korean): Physics-Informed Neural Network를 이용한 리튬 이온 배터리 건강 상태 예측 프레임워크
Authors: Seo Younggeon, Barde S.
Presented at: Korean Society for Reliability (대한신뢰성학회), 2025