State of charge estimation of lithium-ion batteries based on cubature Kalman filters with different matrix decomposition strategies
Yong Tian, Zhijia Huang, Jindong Tian, Xiaoyu Li
Topics & Concepts
Cholesky decompositionSingular value decompositionKalman filterCovariance matrixControl theory (sociology)Rate of convergenceState of chargePositive-definite matrixExtended Kalman filterCovarianceConvergence (economics)Matrix (chemical analysis)Applied mathematicsMathematical optimizationMathematicsComputer scienceAlgorithmBattery (electricity)StatisticsKey (lock)Eigenvalues and eigenvectorsPhysicsPower (physics)ChemistryComputer securityArtificial intelligenceChromatographyEconomic growthEconomicsControl (management)Quantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization