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AUTOMATIC INPUT/OUTPUT MODELING OF A SQUIRREL-CAGE INDUCTION MOTOR DRIVE SYSTEM USING NEURAL NETWORK
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| Author(s) |
J. F. Martins; A. J. Pires; J. A. Dente |
| Abstract |
This paper presents an alternative input/output modelling of a squirrel-cage induction motor drive system. Usually these systems are modelled using state variables like
rotor currents or linking fluxes, some of them extremely difficult to obtain. A neural network based learning through examples algorithm is used to represent the motor dynamics, using
only input/output information. This is very important when implementing modem control techniques which require a precise modelling of the drive. The learning algorithm performance
is verified through experimental results. |
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| Filename: | Unnamed file |
| Filesize: | 476.4 KB |
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| Type |
Members Only |
| Date |
Last modified 2016-03-01 by System |
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