Design and simulation of neural network predictive controller pitch-Angle in permanent magnetic synchronous generator wind turbine variable pitch system

Suyanto, Soedibyo, Aji Akbar Firdaus

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

10 Citations (Scopus)

Abstract

This paper considered maximum power extraction in wind turbines. However, the importance of constant power output of a wind turbine is increasing as the contribution of wind energy to the distribution network/grid grows. This may be considered as a guide of the future pitch angle control problems. The permanent magnetic synchrounous generator (PMSG) wind turbine variable pitch system is done through changing the electrical characteristics of the generator and changing the pitch angle. Also PMSG wind turbine variable pitch system is equipped with systems for regulating the orientation angles of the axis of the turbine against the wind and against the skyline. The design and simulation of Neural Network Predictive Controller (NNPC)-pitch angle involved in PMSG wind turbine variable pitch system is outlined. Its performance design is simulated to baseline linear controller through simulation in the range of wind speed is 7-10 m/s. To test the designed NNPC-pitch angle performance, PMSG wind turbine variable pitch system has been simulated and results are constant power output.

Original languageEnglish
Title of host publication2014 1st International Conference on Information Technology, Computer, and Electrical Engineering
Subtitle of host publicationGreen Technology and Its Applications for a Better Future, ICITACEE 2014 - Proceedings
EditorsMochammad Facta, R. Rizal Isnanto, Munawar Agus Riyadi, Dania Eridani
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages346-350
Number of pages5
ISBN (Electronic)9781479964314
DOIs
Publication statusPublished - 23 Mar 2015
Externally publishedYes
Event2014 1st International Conference on Information Technology, Computer, and Electrical Engineering, ICITACEE 2014 - Semarang, Indonesia
Duration: 8 Nov 20149 Nov 2014

Publication series

Name2014 1st International Conference on Information Technology, Computer, and Electrical Engineering: Green Technology and Its Applications for a Better Future, ICITACEE 2014 - Proceedings

Conference

Conference2014 1st International Conference on Information Technology, Computer, and Electrical Engineering, ICITACEE 2014
Country/TerritoryIndonesia
CitySemarang
Period8/11/149/11/14

Keywords

  • Neural Network Predictive Controller (NNPC)
  • Permanent Magnetic Synchrounous Generator (PMSG)
  • wind turbine variable pitch system

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