IEEE

Hybrid State of Charge Estimation for Lithium-Ion Batteries Using Data-Driven and Model-Based Fusion

Abstract: Accurately estimating the state of charge (SOC) is essential for effective lithium-ion battery management. This work proposes an innovative hybrid SOC estimation method that integrates model ...
IEEE

Multi-Fault Diagnosis of Lithium-Ion Batteries Using DTW-Transformed EIS Data and CNN

Abstract: Ensuring the safety and reliability of battery systems requires effective fault diagnosis. However, conventional fault diagnosis methods based on equivalent circuit models (ECM) have ...