IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v14y2021i20p6798-d658968.html
   My bibliography  Save this article

Reduction of Total Harmonic Distortion of Wind Turbine Active Power Using Blade Angle Adaptive PI Controller

Author

Listed:
  • Ahmed M. Shawqran

    (Physics and Engineering Mathematics Department, Faculty of Engineering, Ain Shams University, Cairo 11835, Egypt)

  • Abdallah El-Marhomy

    (Physics and Engineering Mathematics Department, Faculty of Engineering, Ain Shams University, Cairo 11835, Egypt)

  • Mariam A. Sameh

    (Electrical Engineering Department, Faculty of Engineering, Future University in Egypt, Cairo 11835, Egypt)

  • Mahmoud A. Attia

    (Electrical Power and Machines Department, Faculty of Engineering, Ain Shams University, Cairo 11835, Egypt)

Abstract

Power quality can have a large detrimental effect on industrial processes and the commercial sector. Thus, this paper proposes a new technique to improve the power quality of electric power systems. This technique relies on auto-adjusting of the blade angle to mitigate the harmonics in wind generator active power. A new adaptive PI blade-angle controller is applied in this technique to reduce the total harmonic distortion ( THD ) of the output power. The parameters of the adaptive PI controller are initialized by using the Harmony Search algorithm (HSA), hybrid Harmony Search optimization and Equilibrium optimization (EO), and hybrid Harmony Search optimization and Teaching learning-based optimization (TLBO). The execution of the optimization algorithms relies mainly on the optimization objective function. Two optimization objective functions are mathematically modeled and compared to enhance the power quality. The first one is to minimize the sum square of error, while the second objective is to minimize the THD . Many case studies are applied with various wind-speed profiles under normal and faulty conditions. Results show the superiority of HSA hybrid EO algorithm with the second objective functions through reducing the harmonics and enhancing the power quality. Moreover, laboratory studies are applied to investigate the effect of the blade-angle variations on the extracted active power.

Suggested Citation

  • Ahmed M. Shawqran & Abdallah El-Marhomy & Mariam A. Sameh & Mahmoud A. Attia, 2021. "Reduction of Total Harmonic Distortion of Wind Turbine Active Power Using Blade Angle Adaptive PI Controller," Energies, MDPI, vol. 14(20), pages 1-25, October.
  • Handle: RePEc:gam:jeners:v:14:y:2021:i:20:p:6798-:d:658968
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/14/20/6798/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1996-1073/14/20/6798/
    Download Restriction: no
    ---><---

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:14:y:2021:i:20:p:6798-:d:658968. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.