Chaos detection and control for permanent magnet synchronous motor

Authors

  • Nhu Van Co University of Transport and Communications
  • Quang Nguyen Phung Hanoi University of Science and Technology
  • Hai Nguyen Thanh University of Transport and Communications

Keywords:

PMSM, EKF observer, Lyapunov exponent, chaos detection, chaos control

Abstract

Permanent magnet synchronous motor (PMSM) can exhibit chaotic behavior when certain parameters reach critical values. This chaos can significantly impair the performance of the PMSM and potentially jeopardize the safe operation of the power system if not addressed promptly. Since system parameters can change during operation, the PMSM can enter a chaotic state at any moment. Therefore, the first step is determining whether the system is experiencing chaos, followed by implementing control measures to eliminate this chaotic behavior. This paper proposes an online observer designed to detect chaotic behavior as soon as it occurs in the PMSM. Additionally, a chaotic controller based on state feedback is developed to counteract the chaotic behavior. Through mathematical analysis and simulation results, the paper demonstrates that the observer can successfully identify chaos, triggering the chaos controller automatically when such behavior is detected. This process helps stabilize the system quickly.

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Published

06-10-2025

How to Cite

Co, N. V., Nguyen Phung, Q., & Nguyen Thanh, H. (2025). Chaos detection and control for permanent magnet synchronous motor. Journal of Measurement, Control, and Automation, 29(3), 51–58. Retrieved from https://mca-journal.org/index.php/mca/article/view/317

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