Zhengyu Liu

发表论文 12 篇 · 总被引 92 次 · h-index 5

代表论文

• A New Lithium-Ion Battery SOH Estimation Method Based on an Indirect Enhanced Health Indicator and Support Vector Regression in PHMs (2020 · Energies · 被引 49)
• Data-driven lithium-ion battery SOH prediction: A novel SHMM-transformer-BiGRU hybrid neural network method (Measurement · 被引 30)
• Capacity Prediction Method of Lithium‐Ion Battery in Production Process Based on Improved Random Forest (2023 · Energy Technology · 被引 10)
• Lithium-ion battery capacity prediction method based on improved extreme learning machine (2024 · Journal of Electrochemical Energy Conversion and Storage · 被引 8)
• A self-attention enhanced generative adversarial autoencoder for anomaly detection of self-discharge of lithium-ion batteries (2025 · Engineering applications of artificial intelligence · 被引 6)
• A method for predicting lithium-ion battery capacity using an enhanced LightGBM model (2025 · Energy Reports · 被引 4)