An online dual filters RUL prediction method of lithium-ion battery based on unscented particle filter and least squares support vector machine
Xin Li, Yan Ma, Jiajun Zhu
Topics & Concepts
Particle filterBattery (electricity)Lithium-ion batteryFusionDual (grammatical number)State vectorState of chargeLeast-squares function approximationAlgorithmSupport vector machineComputer scienceLeast squares support vector machineEngineeringControl theory (sociology)Kalman filterArtificial intelligenceMathematicsStatisticsLinguisticsPower (physics)PhysicsControl (management)Quantum mechanicsClassical mechanicsArtLiteratureEstimatorPhilosophyAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure