A data-driven framework for learning governing equations of Li-ion batteries and co-estimating voltage and state-of-charge
Omidreza Ahmadzadeh, Yan Wang, Damoon Soudbakhsh
Topics & Concepts
OverfittingNonlinear systemKalman filterComputer scienceState of chargeVoltageAlgorithmArtificial intelligenceMachine learningEngineeringBattery (electricity)Artificial neural networkPower (physics)PhysicsElectrical engineeringQuantum mechanicsAdvanced Battery Technologies ResearchControl Systems and IdentificationFault Detection and Control Systems