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State-of-health estimation and remaining useful life prediction for the lithium-ion battery based on a variant long short term memory neural network

Penghua Li, Zijian Zhang, Qingyu Xiong, Baocang Ding, Jie Hou, Dechao Luo, Yujun Rong, Shuaiyong Li

2020Journal of Power Sources443 citationsDOI

Topics & Concepts

Battery (electricity)Artificial neural networkTerm (time)EstimationState of healthLong short term memoryLithium-ion batteryLithium (medication)State (computer science)Reliability engineeringComputer scienceEngineeringArtificial intelligencePsychologyRecurrent neural networkPower (physics)AlgorithmPsychiatrySystems engineeringThermodynamicsQuantum mechanicsPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization
State-of-health estimation and remaining useful life prediction for the lithium-ion battery based on a variant long short term memory neural network | Litcius