A lithium-ion battery remaining useful life prediction method based on the incremental capacity analysis and Gaussian process regression
Xiaoqiong Pang, Xiaoyan Liu, Jianfang Jia, Jie Wen, Yuanhao Shi, Jianchao Zeng, Zhen Zhao
Topics & Concepts
Battery (electricity)State of healthKrigingLithium (medication)Reliability (semiconductor)Reliability engineeringMetric (unit)GaussianLithium-ion batteryGaussian processProcess (computing)Computer scienceState of chargeEngineeringMachine learningChemistryPhysicsMedicineEndocrinologyOperating systemOperations managementComputational chemistryQuantum mechanicsPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure