Data-driven identification of lithium-ion batteries: A nonlinear equivalent circuit model with diffusion dynamics
Chuanxin Fan, Kieran O’Regan, Liuying Li, Matthew D. Higgins, Emma Kendrick, Widanalage Dhammika Widanage
Topics & Concepts
Equivalent circuitBattery (electricity)VoltageMean squared errorDiffusionNonlinear systemOhmic contactControl theory (sociology)Parameterized complexitySystem identificationElectrodeMaterials scienceElectronic engineeringComputer scienceBiological systemEngineeringChemistryElectrical engineeringPhysicsMathematicsData modelingAlgorithmThermodynamicsControl (management)StatisticsDatabaseBiologyArtificial intelligenceQuantum mechanicsPhysical chemistryPower (physics)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies