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A novel extended Kalman filter-based battery internal and surface temperature estimation based on an improved electro-thermal model

Hui Pang, Long Guo, Longxing Wu, Jiamin Jin, Fengqi Zhang, Kai Liu

2021Journal of Energy Storage105 citationsDOI

Topics & Concepts

Kalman filterBattery (electricity)Extended Kalman filterThermalMoving horizon estimationControl theory (sociology)Ensemble Kalman filterComputer scienceControl engineeringEngineeringPower (physics)Artificial intelligencePhysicsMeteorologyThermodynamicsControl (management)Advanced Battery Technologies ResearchGas Sensing Nanomaterials and SensorsAdvancements in Battery Materials
A novel extended Kalman filter-based battery internal and surface temperature estimation based on an improved electro-thermal model | Litcius