Remaining energy estimation for lithium-ion batteries via Gaussian mixture and Markov models for future load prediction
Mona Faraji Niri, Bui Ngoc Minh Truong, Dinh Quang Truong, Elham Hosseinzadeh, Tung Fai Yu, James Marco
Topics & Concepts
Battery (electricity)Range (aeronautics)State of chargeMarkov chainDriving rangeGaussianEnergy (signal processing)Energy storageLithium-ion batteryEquivalent circuitComputer scienceMarkov modelAutomotive engineeringInternal resistanceCluster analysisControl theory (sociology)VoltageEngineeringElectrical engineeringMathematicsChemistryPhysicsThermodynamicsStatisticsPower (physics)Artificial intelligenceComputational chemistryMachine learningControl (management)Aerospace engineeringAdvanced Battery Technologies ResearchElectric Vehicles and InfrastructureElectric and Hybrid Vehicle Technologies