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State-of-health and remaining-useful-life estimations of lithium-ion battery based on temporal convolutional network-long short-term memory

Chaoran Li, Xianjie Han, Qiang Zhang, Menghan Li, Zhonghao Rao, Wei Liao, Xiaori Liu, Xinjian Liu, Gang Li

2023Journal of Energy Storage62 citationsDOI

Topics & Concepts

Computer scienceHyperparameterConvolutional neural networkDeep learningArtificial intelligenceRecurrent neural networkBayesian optimizationMachine learningBattery (electricity)Artificial neural networkPower (physics)PhysicsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure
State-of-health and remaining-useful-life estimations of lithium-ion battery based on temporal convolutional network-long short-term memory | Litcius