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Estimation performance of the novel hybrid estimator based on machine learning and extended Kalman filter proposed for speed-sensorless direct torque control of brushless direct current motor

Remzi İnan, Bekir Aksoy, Osamah Khaled Musleh SALMAN

2023Engineering Applications of Artificial Intelligence20 citationsDOI

Topics & Concepts

Computer scienceEstimatorExtended Kalman filterControl theory (sociology)Kalman filterRotor (electric)Artificial neural networkTorqueArtificial intelligenceControl (management)MathematicsEngineeringThermodynamicsPhysicsStatisticsMechanical engineeringMachine Fault Diagnosis TechniquesNeural Networks and ApplicationsSensorless Control of Electric Motors
Estimation performance of the novel hybrid estimator based on machine learning and extended Kalman filter proposed for speed-sensorless direct torque control of brushless direct current motor | Litcius