State-of-health estimation of lithium-ion batteries using a novel dual-stage attention mechanism based recurrent neural network
Jiangnan Hong, Yucheng Chen, Qinqin Chai, Qiongbin Lin, Wu Wang
Topics & Concepts
State of healthBattery (electricity)Artificial neural networkVoltageLithium-ion batteryComputer scienceControl theory (sociology)Mean squared errorArtificial intelligenceEngineeringPower (physics)MathematicsStatisticsElectrical engineeringControl (management)Quantum mechanicsPhysicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsReliability and Maintenance Optimization