Effect of data enhancement on state-of-charge estimation of lithium-ion battery based on deep learning methods
Menghan Li, Chaoran Li, Chen Chen, Qiang Zhang, Xinjian Liu, Xinjian Liu, Wei Liao, Xiaori Liu, Xiaori Liu, Zhonghao Rao
Topics & Concepts
Mean squared errorDiscrete wavelet transformState of chargeComputer scienceConvolutional neural networkNoise (video)Hilbert–Huang transformArtificial neural networkAlgorithmData pre-processingGaussian noiseNoise reductionWavelet transformArtificial intelligenceWaveletBattery (electricity)MathematicsStatisticsPower (physics)Energy (signal processing)Quantum mechanicsImage (mathematics)PhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure