Author

Shunli Wang

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Review Open access Dec 2026

Progress and Challenges in Lithium-Ion Battery Health State Research Based on Electrochemical Impedance Spectroscopy Modeling

This paper provides a systematic review of the research progress and challenges in lithium-ion battery state-of-health (SOH) assessment based on electrochemical impedance spectroscopy (EIS). The study notes that SOH, as a core metric for assessing battery degradation and remaining lifespan, is evaluated through param...

Shun-Li Wang, Lin-Zhi Li, Liya Zhang et al. · Journal of Energy Engineerin... · 0 citations

Open access Aug 2026

Time series forecasting of battery state of charge using real-world driving data: an SCSSA optimized CNN-LSTM-Attention model

High-precision state-of-charge (SOC) prediction is critical for electric vehicle (EV) safety and performance. To address the high computational complexity of existing data-driven methods, which rely on long historical sequences, this paper proposes a purely data-driven end-to-end SOC prediction framework based on slidi...

Xing Zhang, Ju-Qiang Feng, Shunli Wang et al. · Engineering Research Express · 0 citations

Review 2026

A Review of State-of-Charge Estimation Methods for Lithium-Ion Batteries Based on Improved Particle Filtering Algorithms

Lithium-ion batteries have become the core energy carrier of electric vehicles and energy storage systems due to their high energy density and long cycle life. Their state of charge (SOC) is an important parameter in battery management systems, playing a key role in energy management, safety protection, and life pred...

Shun-Li Wang, Liya Zhang, Mamadou Fall et al. · Journal of Energy Engineerin... · 0 citations