ADALINE approach for induction motor mechanical parameters identification
نویسندگان
چکیده
منابع مشابه
ADALINE approach for induction motor mechanical parameters identification
Two new methods to identify the mechanical parameters in induction motor based field oriented drives are presented in this paper. The identified parameters are: the moment of inertia and the viscous damping coefficient. The proposed methods are based on the adaptive linear neuron (ADALINE) networks. The two parameters are derived and optimised during the online training process. During the iden...
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In order to obtain fast dynamic response performance of an induction motor drive, the identification of mechanical parameters such as the drive inertia and the coefficients of friction, with a good accuracy, is highly desirable. They are essential for the design of the high-performance induction motor drive speed, as well as position controllers and speed observers, since a drive response is in...
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ژورنال
عنوان ژورنال: Mathematics and Computers in Simulation
سال: 2013
ISSN: 0378-4754
DOI: 10.1016/j.matcom.2012.05.003