High-accuracy state-of-charge fusion estimation of lithium-ion batteries by integrating the Extended Kalman Filter with feature-enhanced Random Forest
Zhihui Zhao, Farong Kou, Zhengniu Pan, Leiming Chen, Xi Luo, Tianxiang Yang
Topics & Concepts
Random forestKalman filterLithium (medication)Feature (linguistics)IonState of chargeExtended Kalman filterFusionState (computer science)Ensemble Kalman filterComputer scienceArtificial intelligenceEnvironmental scienceAlgorithmChemistryPhysicsBattery (electricity)Power (physics)PsychologyLinguisticsPhilosophyOrganic chemistryQuantum mechanicsPsychiatryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems