A novel state of health estimation method for lithium-ion batteries based on constant-voltage charging partial data and convolutional neural network
Sizhe Chen, Zikang Liang, Haoliang Yuan, Ling Yang, Fangyuan Xu, Yuanliang Fan
Topics & Concepts
Battery (electricity)Computer scienceConstant currentConvolutional neural networkState of healthLithium-ion batteryArtificial neural networkVoltageConstant (computer programming)GeneralizationArtificial intelligenceControl theory (sociology)EngineeringElectrical engineeringPower (physics)MathematicsPhysicsControl (management)Quantum mechanicsMathematical analysisProgramming languageAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure