SOC estimation for lithium-ion battery using the LSTM-RNN with extended input and constrained output
Junxiong Chen, Yu Zhang, Ji Wu, Weisong Cheng, Qiao Zhu
Topics & Concepts
Recurrent neural networkState of chargeBattery (electricity)Mean squared errorComputer scienceControl theory (sociology)Artificial neural networkSliding window protocolVoltageAlgorithmArtificial intelligenceMathematicsPower (physics)EngineeringControl (management)Window (computing)StatisticsElectrical engineeringPhysicsOperating systemQuantum mechanicsAdvanced Battery Technologies ResearchAdvancements in Battery MaterialsFault Detection and Control Systems