An intelligent fault diagnosis method for lithium-ion battery pack based on empirical mode decomposition and convolutional neural network
Lei Yao, Jie Zheng, Yanqiu Xiao, Caiping Zhang, Longhai Zhang, Xiaoyun Gong, Guangzhen Cui
Topics & Concepts
Hilbert–Huang transformFault (geology)Computer scienceConvolutional neural networkArtificial neural networkNoise (video)Battery (electricity)BottleneckVoltageAlgorithmArtificial intelligencePattern recognition (psychology)EngineeringPower (physics)White noiseEmbedded systemTelecommunicationsPhysicsElectrical engineeringSeismologyImage (mathematics)Quantum mechanicsGeologyAdvanced Battery Technologies ResearchFault Detection and Control SystemsMachine Fault Diagnosis Techniques