GitHub

Ship of Harkinian + Archipelago

This is for the Archipelago integration in Ship of Harkinian. For now, a separate version of SoH will have to be downloaded to play this, but eventually this page will only contain the .apworld needed ...
IEEE

Federated Learning with a Temporal-Degradation-Aware Transformer for Robust Joint SOC and SOH Estimation in Electric Vehicle Batteries

Abstract: Accurate estimation of State-of-Charge (SOC) and State-of-Health (SOH) is critical for the safe and reliable operation of Electric Vehicle (EV) batteries. However, centralized approaches ...
GitHub

Rapid EIS-based SOH Estimation for Unknown LIBs

This repository provides a complete workflow for rapid State of Health (SOH) estimation of lithium-ion batteries using Electrochemical Impedance Spectroscopy (EIS) and neural network models. The code ...
IEEE

A Systemic Deep Learning Approach to Battery SOH Estimation: Integrating IC Curve Analysis and STAR-Mamba Modeling with Real-World Driving Data

Abstract: The state of health (SOH) estimation of lithium-ion batteries in real-world electric vehicles is challenged by incomplete and inconsistent charging data. This paper proposes a method that ...