Data-secure and privacy-protected electric vehicle battery fault detection using decentralized federated learning with differential privacy
Jinwen Li, Arash Khalatbarisoltani, Yunhong Che, Yalian Yang, Xiaosong Hu
Topics & Concepts
Battery (electricity)Differential privacyComputer scienceUploadFault (geology)Fault detection and isolationElectric vehicleSample (material)Real-time computingScheme (mathematics)Field (mathematics)Differential (mechanical device)Noise (video)Pipeline (software)Data modelingTransmission (telecommunications)RangingEmbedded systemData sharingInformation privacyComponent (thermodynamics)Information sensitivityData miningIntrusion detection systemReliability engineeringRowSensitivity (control systems)Distributed computingAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric Vehicles and Infrastructure