A novel approach for high-accuracy defects identification in lithium-ion battery using ultrasonic technology and machine learning
Fangze Zhao, Xuebing Han, Languang Lu, Xiangjun Li, Peng Guo, Lifang Liu, Jianfeng Hua, Yuejiu Zheng, Minggao Ouyang
Topics & Concepts
Battery (electricity)Ultrasonic sensorWaveformComputer scienceIdentification (biology)Artificial intelligenceSeparator (oil production)EngineeringUltrasonic testingProduction (economics)Lithium batteryElectronic engineeringReliability (semiconductor)Automotive engineeringTransmission (telecommunications)AutomationSupport vector machineAnodeSupervised learningAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies