The future capacity prediction using a hybrid data-driven approach and aging analysis of liquid metal batteries
Qionglin Shi, Lin Zhao, E Zhang, Junyi Xia, Haomiao Li, Kangli Wang, Kai Jiang
Topics & Concepts
Hilbert–Huang transformBattery (electricity)Battery capacityProcess (computing)Computer scienceSupport vector machineCapacity lossKrigingResidualKernel (algebra)Data miningReliability engineeringEngineeringMachine learningAlgorithmEnergy (signal processing)MathematicsPower (physics)StatisticsPhysicsOperating systemCombinatoricsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies