Fast charging design for Lithium-ion batteries via Bayesian optimization
Benben Jiang, Marc D. Berliner, Kun Lai, Patrick A. Asinger, Hongbo Zhao, Patrick K. Herring, Martin Z. Bazant, Richard D. Braatz
Topics & Concepts
Battery (electricity)Bayesian optimizationComputer scienceEnergy storageGridCurse of dimensionalityOptimization problemState of chargeMathematical optimizationReliability engineeringEngineeringPower (physics)AlgorithmMathematicsMachine learningGeometryPhysicsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure