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Multi-kernel support vector regression optimization model and indirect health factor extraction strategy for the accurate lithium-ion battery remaining useful life prediction

Jie Cao, Shunli Wang, Carlos Fernández

2023Journal of Solid State Electrochemistry19 citationsDOIOpen Access PDF

Topics & Concepts

Support vector machineKernel (algebra)Polynomial kernelBattery (electricity)Mean squared errorComputer scienceRadial basis function kernelLithium-ion batteryEngineeringStatisticsArtificial intelligenceKernel methodMathematicsPower (physics)PhysicsQuantum mechanicsCombinatoricsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure
Multi-kernel support vector regression optimization model and indirect health factor extraction strategy for the accurate lithium-ion battery remaining useful life prediction | Litcius