Data driven estimation of electric vehicle battery state-of-charge informed by automotive simulations and multi-physics modeling
Marco Ragone, Vitaliy Yurkiv, Ajaykrishna Ramasubramanian, Babak Kashir, Farzad Mashayek
Topics & Concepts
MultiphysicsState of chargeBattery (electricity)Automotive industryComputer scienceArtificial neural networkMATLABElectric vehicleSimulationMachine learningEngineeringPower (physics)Finite element methodPhysicsQuantum mechanicsAerospace engineeringOperating systemStructural engineeringAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure