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Genetic algorithm (GA)–based delay feedback control of chaotic behavior in the voltage mode controlled direct current (DC) drive system

  • Selcuk Emiroglu ORCID logo EMAIL logo and Yilmaz Uyaroglu
Published/Copyright: September 25, 2020
Zeitschrift für Naturforschung A
From the journal Zeitschrift für Naturforschung A Volume 76 Issue 1

Abstract

In this paper, the chaotic behavior and chaos control in a voltage mode controlled DC drive system are investigated. The dynamical behavior of the system changing from the fundamental state to chaotic regime is obtained by the variation of some parameters. Two kinds of delay feedback controllers are designed to induce and control chaos in the voltage-mode DC drive system that exhibits chaotic behavior under certain conditions. The proposed control scheme is able to suppress chaos on the voltage mode controlled DC drive system operating in continuous conduction mode. With variation of controller parameters, the transition of dynamical behavior in the system has been demonstrated from different possible states to regular state, which may be named as period-1 operation. Unlike the traditional delay feedback control method, not only the feedback gain parameter K but also the delay parameter τ is used as variable parameters of the controller. Moreover, the genetic algorithm is used to simultaneously optimize both the feedback gain parameter K and delay parameter τ to improve the effectiveness of the controller. Numerical results show that the proposed method can control unstable periodic orbits and suppress chaos in the system, and also, optimized controller parameters provide fast response for transition from chaotic operation to normal operation.

Keywords: chaos control; DC drive system; genetic algorithm; optimization; time delay feedback control
Corresponding author: Selcuk Emiroglu, School of Electrical and Electronics Engineering, Sakarya University, Sakarya, Turkey, E-mail:

  1. Author contribution: All the authors have accepted responsibility for the entire content of this submitted manuscript and approved submission.

  2. Research funding: None declared.

  3. Conflict of interest statement: The authors declare no conflicts of interest regarding this article.

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Received: 2020-06-19
Accepted: 2020-08-25
Published Online: 2020-09-25
Published in Print: 2021-01-27

© 2020 Walter de Gruyter GmbH, Berlin/Boston

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https://doi.org/10.1515/zna-2020-0164
Keywords for this article
chaos control; DC drive system; genetic algorithm; optimization; time delay feedback control

Articles in the same Issue

  1. Frontmatter
  2. Atomic, Molecular & Chemical Physics
  3. Energy levels and transition probabilities of N+, F3+, and Ne4+ ions
  4. Dynamical Systems & Nonlinear Phenomena
  5. Genetic algorithm (GA)–based delay feedback control of chaotic behavior in the voltage mode controlled direct current (DC) drive system
  6. Time-delayed predator–prey interaction with the benefit of antipredation response in presence of refuge
  7. Gravitation & Cosmology
  8. Cosmology of Tsallis holographic scalar field models in Chern–Simons modified gravity and optimization of model parameters through χ2 minimization
  9. Solid State Physics & Materials Science
  10. Thermal conversion of CBD grown ZnS thin films to ZnO
  11. Studies on birefringence, order parameter and image analysis of liquid crystalline p-n butyloxy/butyl benzoic acid with dispersed ZnO nanoparticles
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