A state of health estimation method for lithium-ion batteries based on initial charging segment and Gated Recurrent Unit neural network
Yu Xie, Kai Luo, Lihan Zheng, Huiru Zheng, José Santos, Abdullah N. Alodhayb, Ping Chen, Zhicong Shi, Zhicong Shi
Topics & Concepts
Lithium (medication)Artificial neural networkUnit (ring theory)EstimationState (computer science)State of healthIonRecurrent neural networkComputer scienceBattery (electricity)EngineeringChemistryArtificial intelligenceMedicineAlgorithmMathematicsPhysicsPower (physics)PsychiatrySystems engineeringOrganic chemistryQuantum mechanicsMathematics educationAdvanced Battery Technologies ResearchFault Detection and Control SystemsAdvancements in Battery Materials