Capacity estimation of lithium-ion batteries with uncertainty quantification based on temporal convolutional network and Gaussian process regression
R. Zhang, Chunhui Ji, Xing Zhou, Tianyu Liu, Guang Jin, Zhengqiang Pan, Yajie Liu
Topics & Concepts
KrigingGround-penetrating radarComputer scienceRobustness (evolution)Gaussian processMean absolute percentage errorGaussianGeneralizationRegressionBattery capacityTransfer of learningArtificial intelligencePattern recognition (psychology)Machine learningBattery (electricity)StatisticsMathematicsArtificial neural networkChemistryMathematical analysisQuantum mechanicsRadarComputational chemistryTelecommunicationsBiochemistryGenePower (physics)PhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure