Dual-time scale co-estimation of state of health and state of charge for lithium-ion batteries via a bidirectional gated recurrent unit with probabilistic attention
Xiangjian Meng, Shixin Xu, Kangjia Zhou, Yang Yu, Feng Gao
Topics & Concepts
Battery (electricity)State of healthState of chargeProbabilistic logicComputer scienceBattery packState (computer science)Scale (ratio)Reliability engineeringMean absolute errorBattery capacityEnergy (signal processing)Mean squared errorCorrelation coefficientEngineeringLimitingPower (physics)Degradation (telecommunications)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced Battery Materials and Technologies