About: ANN Speed Controller for Induction Motor Drive with Vector Control     Goto   Sponge   NotDistinct   Permalink

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Description
  • The paper describes application of artificial neural networks in the speed control of the induction motor drive with vector control. The predictive speed controller consists of one feedforward and one recurrent neural network. The weights and thresholds of both artificial neural networks are constructed rather than trained and require no adaption during the control process. Such strategy allows for very efficient implementation of the controller using the digital signal processor. The speed control with the ANN controller was experimental proved on the experimental stand with frequency converter and induction motor.
  • The paper describes application of artificial neural networks in the speed control of the induction motor drive with vector control. The predictive speed controller consists of one feedforward and one recurrent neural network. The weights and thresholds of both artificial neural networks are constructed rather than trained and require no adaption during the control process. Such strategy allows for very efficient implementation of the controller using the digital signal processor. The speed control with the ANN controller was experimental proved on the experimental stand with frequency converter and induction motor. (en)
Title
  • ANN Speed Controller for Induction Motor Drive with Vector Control
  • ANN Speed Controller for Induction Motor Drive with Vector Control (en)
skos:prefLabel
  • ANN Speed Controller for Induction Motor Drive with Vector Control
  • ANN Speed Controller for Induction Motor Drive with Vector Control (en)
skos:notation
  • RIV/61989100:27240/11:86080422!RIV12-MSM-27240___
http://linked.open...avai/predkladatel
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • S
http://linked.open...iv/cisloPeriodika
  • 7
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 186316
http://linked.open...ai/riv/idVysledku
  • RIV/61989100:27240/11:86080422
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • AC drive; induction motor; vector control; speed control; Artificial neural network (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • IT - Italská republika
http://linked.open...ontrolniKodProRIV
  • [B6121524B990]
http://linked.open...i/riv/nazevZdroje
  • International Review of Electrical Engineering-IREE
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...v/svazekPeriodika
  • 6
http://linked.open...iv/tvurceVysledku
  • Brandštetter, Pavel
  • Skotnica, Martin
http://linked.open...ain/vavai/riv/wos
  • 000300470400013
issn
  • 1827-6660
number of pages
http://localhost/t...ganizacniJednotka
  • 27240
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