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Design of a nonlinear model-based predictive controller for a wind turbine based on PMSG using an augmented extended Kalman filter
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Kalamian, Nasrin, Faraji Niri, Mona and Massomfar, Meysam (2020) Design of a nonlinear model-based predictive controller for a wind turbine based on PMSG using an augmented extended Kalman filter. In: 2019 6th International Conference on Control, Instrumentation and Automation (ICCIA), Sanandaj, Iran , 30-31 Oct 2019 . Published in: 2019 6th International Conference on Control, Instrumentation and Automation (ICCIA) ISBN 9781728158150. doi:10.1109/ICCIA49288.2019.9030837
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WRAP-Design-nonlinear-model-predictive-wind-turbine-PMSG-Kalman-filter-2020.pdf - Accepted Version - Requires a PDF viewer. Download (719Kb) | Preview |
Official URL: https://doi.org/10.1109/ICCIA49288.2019.9030837
Abstract
In this paper, a novel nonlinear model-based predictive controller without speed/position sensors is designed for control of a wind turbine permanent magnet synchronous generator (PMSG) and grid. Here, both grid and generator sides are controlled via a predictive mechanism including an optimization subject to nonlinear constraints of current and voltage amplitudes as well as the harmonic distortion magnitude of currents. To have a sensorless design, a Kalman filter is also designed. First, an extended Kalman filter (EKF) is used to estimate the speed and then an augmented extended Kalman filter (AEKF) is designed to estimate the flux without the need to add complex equations. The simulation results show an acceptable performance of the proposed method despite the changes in the reference speed and disturbance.
Item Type: | Conference Item (Paper) | ||||||
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Subjects: | T Technology > TK Electrical engineering. Electronics Nuclear engineering | ||||||
Divisions: | Faculty of Science, Engineering and Medicine > Engineering > WMG (Formerly the Warwick Manufacturing Group) | ||||||
Journal or Publication Title: | 2019 6th International Conference on Control, Instrumentation and Automation (ICCIA) | ||||||
Publisher: | IEEE | ||||||
ISBN: | 9781728158150 | ||||||
Official Date: | 12 March 2020 | ||||||
Dates: |
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DOI: | 10.1109/ICCIA49288.2019.9030837 | ||||||
Status: | Peer Reviewed | ||||||
Publication Status: | Published | ||||||
Reuse Statement (publisher, data, author rights): | © 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. | ||||||
Access rights to Published version: | Restricted or Subscription Access | ||||||
Date of first compliant deposit: | 5 January 2022 | ||||||
Date of first compliant Open Access: | 5 January 2022 | ||||||
Conference Paper Type: | Paper | ||||||
Title of Event: | 2019 6th International Conference on Control, Instrumentation and Automation (ICCIA) | ||||||
Type of Event: | Conference | ||||||
Location of Event: | Sanandaj, Iran | ||||||
Date(s) of Event: | 30-31 Oct 2019 |
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