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    Design optimization of controller parameters used in variable speed wind energy conversion system by genetic algorithms

    245847.pdf (1.229Mb)
    Access Status
    Open access
    Authors
    Hasanien, H.
    Muyeen, S.M.
    Date
    2012
    Type
    Journal Article
    
    Metadata
    Show full item record
    Citation
    Hasanien, H. and Muyeen, S.M. 2012. Design optimization of controller parameters used in variable speed wind energy conversion system by genetic algorithms. IEEE Transactions on Sustainable Energy. 3 (2): pp. 200-208.
    Source Title
    IEEE Transactions on Sustainable Energy
    DOI
    10.1109/TSTE.2012.2182784
    ISSN
    1949-3029
    School
    Department of Electrical and Computer Engineering
    Remarks

    © 2012 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.

    URI
    http://hdl.handle.net/20.500.11937/27427
    Collection
    • Curtin Research Publications
    Abstract

    This paper presents an optimum design procedure for the controller used in the frequency converter of a variable speed wind turbine (VSWT) driven permanent magnet synchronous generator (PMSG) by using genetic algorithms (GAs) and response surface methodology (RSM). The cascaded control is frequently used in the control of the frequency converter using the proportional plus integral (PI) controllers. The setting of the parameters of the PI controller used in a large system is cumbersome, especially in an electrical power system, which is difficult to be expressed by a mathematical model or transfer function. This study attempts to optimally design the parameters of the PI controllers used in the frequency converter of a variable speed wind energy conversion system (WECS). The effectiveness of the designed parameters using GAs-RSM is then compared with that obtained using a generalized reduced gradient (GRG) algorithm considering both symmetrical and unsymmetrical faults. The permanent fault condition due to unsuccessful reclosing of circuit breakers is considered as well. It represents another salient feature of this study. It is found that fault-ride-through of VSWT-PMSG can be improved considerably using the parameters of its frequency converter obtained from GAs-RSM.

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