Capacity degradation prediction of lithium-ion battery based on artificial bee colony and multi-kernel support vector regression
Kui Chen, Qiang Liao, Kai Liu, Yan Yang, Guoqiang Gao, Guangning Wu
Topics & Concepts
HyperparameterSupport vector machineDegradation (telecommunications)Battery (electricity)Artificial bee colony algorithmKernel (algebra)Battery capacityComputer scienceArtificial intelligenceMachine learningMathematicsPhysicsPower (physics)Quantum mechanicsTelecommunicationsCombinatoricsAdvanced Battery Technologies ResearchMachine Learning and ELMReliability and Maintenance Optimization