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An end-to-end neural network framework for state-of-health estimation and remaining useful life prediction of electric vehicle lithium batteries

Penghua Li, Zijian Zhang, Radu Grosu, Zhongwei Deng, Jie Hou, Yujun Rong, Rui Wu

2021Renewable and Sustainable Energy Reviews242 citationsDOI

Topics & Concepts

HyperparameterState of healthArtificial neural networkComputer scienceMean squared errorMachine learningArtificial intelligenceConvolutional neural networkSurrogate modelBattery (electricity)StatisticsMathematicsPower (physics)Quantum mechanicsPhysicsAdvanced Battery Technologies ResearchReliability and Maintenance OptimizationFault Detection and Control Systems
An end-to-end neural network framework for state-of-health estimation and remaining useful life prediction of electric vehicle lithium batteries | Litcius