State of health estimation of lithium-ion batteries based on equivalent circuit model and data-driven method
Liping Chen, Xinyuan Bao, António M. Lopes, Changcheng Xu, Xiaobo Wu, Huifang Kong, Suoliang Ge, Jie Huang
Topics & Concepts
Particle swarm optimizationInternal resistanceState of healthMean squared errorBattery (electricity)Artificial neural networkVoltageComputer scienceConvergence (economics)Reliability (semiconductor)Equivalent circuitAlgorithmControl theory (sociology)EngineeringArtificial intelligenceMathematicsPower (physics)StatisticsControl (management)Electrical engineeringPhysicsEconomicsEconomic growthQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsMachine Learning and ELM