Optimization AVR Response Based on Intelligent Cheetah Algorithm

Authors

  • Hiba Ali Halkan Department of Electrical Engineering Techniques, Al-Furat Al-Awsat Technical University AlMussaib Technical College Babylon, Iraq Author
  • Ali Abdul Abbas Al-bakry Department of Electrical Engineering Techniques, Al-Furat Al-Awsat Technical University, AlMussaib Technical College, Babylon, Iraq Author
  • Ahmed Ghanim Wadday Department of Communication Engineering Techniques Al-Furat Al-Awsat Technical, University Engineering Technical College Najaf, Iraq Author
  • Ahmed Kareem Abdullah Al-bakry Department of Electrical Engineering Techniques, Al-Furat Al-Awsat Technical University, AlMussaib Technical College, Babylon, Iraq Author

Keywords:

Automatic Voltage Regulator (AVR), Cheetah Optimization (CO), Integral square of error (ISE), and Proportional Integral Derivative (PID)

Abstract

This research paper is interested in studying how to obtain the best response to the (AVR) Automatic Voltage Regulator, which is an essential device because of its clear effect on maintaining the stability of the voltage in various circumstances through researching to find the best values for the parameters of the Proportional Integral Derivative (PID) which are (Kp, Ki, Kd). After several experiments and studies by researchers to improve the AVR response, we discuss here another new study by applying the cheetah Optimization (CO) algorithm and knowing the extent of its ability to find the best solutions by comparing results by time limits, namely delay time (td), rise time (tr), peak time(tp), stalling time(ts), and Overshot (OS) as well as determining fitness function for Integral Squirrel Error (ISE). Where excellent results were obtained when implementing the (CO) algorithm when comparing the values of time limiters and error criteria, it is also worth mentioning that one of the most important properties of this algorithm is the speed of performance, as it is within the limits of seconds, so that it is the fastest algorithm among other algorithms.

Author Biographies

  • Hiba Ali Halkan , Department of Electrical Engineering Techniques, Al-Furat Al-Awsat Technical University AlMussaib Technical College Babylon, Iraq

     

  • Ali Abdul Abbas Al-bakry , Department of Electrical Engineering Techniques, Al-Furat Al-Awsat Technical University, AlMussaib Technical College, Babylon, Iraq

     

  • Ahmed Ghanim Wadday , Department of Communication Engineering Techniques Al-Furat Al-Awsat Technical, University Engineering Technical College Najaf, Iraq

     

  • Ahmed Kareem Abdullah Al-bakry , Department of Electrical Engineering Techniques, Al-Furat Al-Awsat Technical University, AlMussaib Technical College, Babylon, Iraq

     

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Published

2025-05-01

Issue

Section

Articles