Robust state-of-charge estimation of Li-ion batteries based on multichannel convolutional and bidirectional recurrent neural networks
Chong Bian, Shunkun Yang, Jie Liu, Enrico Zio
Topics & Concepts
EstimatorConvolutional neural networkRobustness (evolution)Computer scienceState of chargeArtificial intelligencePattern recognition (psychology)Recurrent neural networkFeature extractionDeep learningAlgorithmArtificial neural networkMathematicsStatisticsBattery (electricity)ChemistryPower (physics)PhysicsBiochemistryQuantum mechanicsGeneAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems