Data-driven lithium-ion battery SOH prediction: A novel SHMM-transformer-BiGRU hybrid neural network method
Zhengyu Liu, Yining Liu, Ye Zhang, Chuanqing Wu, Shufan Zhang, Chao Sun
Topics & Concepts
Artificial neural networkTransformerComputer scienceLithium-ion batteryBattery packArtificial intelligenceBattery (electricity)Pattern recognition (psychology)EngineeringVoltageElectrical engineeringPower (physics)PhysicsQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsElectric and Hybrid Vehicle Technologies