On-line rotor resistance estimation for an induction motor drive based on DSC

In this research a neural network is used to estimate the rotor resistance of an induction motor. A set of tools developed by Texas Instruments is used along with customized blocks such as an ANN block in order to put into operation a sensorless suitable adjustable speed drive for motion control app...

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Bibliographic Details
Main Authors: Martinez-Hernandez, Moises Agustin, Mendoza-Mondragon, F., Resendiz, J. R., Rodriguez-Ponce, Rafael, Gutierrez-Villalobos, J. M.
Format: Conference Proceeding
Language:English
Online Access:Request full text
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Summary:In this research a neural network is used to estimate the rotor resistance of an induction motor. A set of tools developed by Texas Instruments is used along with customized blocks such as an ANN block in order to put into operation a sensorless suitable adjustable speed drive for motion control applications. The results are discussed to verify the rotor resistance estimation by an ANN. Values for current, stator resistance and speed are transmitted serially to the computer that monitors such variables.
DOI:10.1109/EDERC.2012.6532262