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Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model

Fei Feng, Sangli Teng, Kailong Liu, Jiale Xie, Yi Xie, Bo Liu, Kexin Li

2020Journal of Power Sources371 citationsDOI

Topics & Concepts

State of chargeBattery (electricity)Extended Kalman filterArtificial neural networkKalman filterVoltageControl theory (sociology)ComputationComputer scienceLithium-ion batteryEquivalent circuitEngineeringAlgorithmElectrical engineeringPower (physics)ThermodynamicsArtificial intelligencePhysicsControl (management)Advanced Battery Technologies ResearchAdvancements in Battery MaterialsAdvanced battery technologies research
Co-estimation of lithium-ion battery state of charge and state of temperature based on a hybrid electrochemical-thermal-neural-network model | Litcius