Fast capacity prediction of lithium-ion batteries using aging mechanism-informed bidirectional long short-term memory network
Xiaodong Xu, Shengjin Tang, Xuebing Han, Languang Lu, Yu Wu, Chuanqiang Yu, Xiaoyan Sun, Jian Xie, Xuning Feng, Minggao Ouyang
Topics & Concepts
Battery capacityBattery (electricity)Robustness (evolution)Computer scienceVoltageArtificial neural networkLithium-ion batteryState of healthMechanism (biology)Artificial intelligenceSimulationControl theory (sociology)EngineeringElectrical engineeringControl (management)Power (physics)BiochemistryPhysicsQuantum mechanicsGenePhilosophyEpistemologyChemistryAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced battery technologies research