State of health estimation for lithium-ion batteries based on fragmented charging data and improved gated recurrent unit neural network
Zheng Chen, Peng Yue, Jiangwei Shen, Qiang Zhang, Yonggang Liu, Yonggang Liu, Yuanjian Zhang, Xuelei Xia, Yu Liu, Yu Liu
Topics & Concepts
Artificial neural networkUnit (ring theory)Lithium (medication)EstimationState (computer science)State of healthComputer scienceArtificial intelligenceMachine learningEngineeringMedicineBattery (electricity)MathematicsAlgorithmPsychiatryPhysicsSystems engineeringPower (physics)Quantum mechanicsMathematics educationAdvanced Battery Technologies ResearchFault Detection and Control SystemsReliability and Maintenance Optimization