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Co-estimation of model parameters and state-of-charge for lithium-ion batteries with recursive restricted total least squares and unscented Kalman filter

Rui Zhu, Bin Duan, Junming Zhang, Qi Zhang, Chenghui Zhang

2020Applied Energy117 citationsDOI

Topics & Concepts

Kalman filterEstimatorRecursive least squares filterState of chargeExtended Kalman filterConvergence (economics)Control theory (sociology)Noise (video)CovarianceAlgorithmVoltageCovariance matrixComputer scienceMathematicsEngineeringStatisticsAdaptive filterBattery (electricity)Power (physics)PhysicsElectrical engineeringArtificial intelligenceControl (management)EconomicsImage (mathematics)Economic growthQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure
Co-estimation of model parameters and state-of-charge for lithium-ion batteries with recursive restricted total least squares and unscented Kalman filter | Litcius