Fast capacity estimation for lithium-ion battery based on online identification of low-frequency electrochemical impedance spectroscopy and Gaussian process regression
Xiaojia Su, Bingxiang Sun, Jiaju Wang, Weige Zhang, Shichang Ma, Xitian He, Haijun Ruan
Topics & Concepts
Mean squared errorKrigingDielectric spectroscopyLithium-ion batterySine waveBattery (electricity)ChemistryAnalytical Chemistry (journal)Electronic engineeringComputer scienceVoltagePower (physics)MathematicsElectrical engineeringStatisticsEngineeringPhysicsElectrochemistryElectrodeChromatographyPhysical chemistryQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems