Two-stage prediction method for capacity aging trajectories of lithium-ion batteries based on Siamese-convolutional neural network
Jingcai Du, Caiping Zhang, Shuowei Li, Linjing Zhang, Weige Zhang
Topics & Concepts
Battery (electricity)Convolutional neural networkComputer scienceAccelerated agingSet (abstract data type)Artificial neural networkArtificial intelligenceMean squared prediction errorVoltageTrajectoryData setPattern recognition (psychology)AlgorithmEngineeringReliability engineeringPower (physics)Electrical engineeringAstronomyProgramming languagePhysicsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies