A novel fault diagnosis method for battery energy storage station based on differential current

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Remaining Useful Life Prediction and State of Health Diagnosis for Lithium-Ion Batteries Using Particle Filter and Support Vector Regression

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A data-driven multi-scale extended Kalman filtering based parameter and state estimation approach of lithium-ion polymer battery in electric vehicles

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Engineering, Automotive Engineering, Systems Engineering +17

Research progress, challenges and prospects of fault diagnosis on battery system of electric vehicles

Rui Xiong, Wanzhou Sun, Quanqing Yu et al. · Applied Energy · 2020 · 463 citations

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Battery Fault Diagnosis for Electric Vehicles Based on Voltage Abnormality by Combining the Long Short-Term Memory Neural Network and the Equivalent Circuit Model

Da Li, Zhaosheng Zhang, Peng Liu et al. · IEEE Transactions on Power Electronics · 2020 · 329 citations

Engineering, Automotive Engineering, Electrical Engineering +17