Position control of servo motor on a practical model

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Authors

  • Ngo Manh Tung (Corresponding Author) Faculty of Electrical Engineering, Hanoi University of Industry
  • Ninh Van Hiep Faculty of Electrical Engineering, Hanoi University of Industry
  • Pham Van Minh Faculty of Electrical Engineering, Hanoi University of Industry
  • Pham Van Hung Faculty of Electrical Engineering, University of Economics - Technology for Industries

DOI:

https://doi.org/10.54939/1859-1043.j.mst.FEE.2023.42-48

Keywords:

Fuzzy; Position Control; Servo Motor; PID.

Abstract

A servo motor is commonly used in systems with high precision requirements. Among these, the problem of position control is highly regarded and widely applied. The process of controlling the position of a servo motor drive system often encounters uncertainties such as friction, external loads, or external forces. Therefore, the content of the research paper focuses on presenting an intelligent control system based on an integrated fuzzy-PID control scheme. Through fuzzy rules and fuzzy control mechanisms, the control system is capable of responding rapidly and maintaining the desired position of the motor. An experimental control system for a servo motor drive system is constructed, and the obtained results provide evidence for the feasibility of the proposed control scheme.

References

[1]. T. Vũ Hoàng Trung, Nghiên cứu ứng dụng PLC FX3U-40MT điều khiển động cơ Servo máy CNC trong công nghiệp, Luận án Thạc sĩ, Trường Đại học Sao Đỏ, (2018).

[2]. J. S. Chauhan, R. K. Singh, M. K. Soni, "Design and Simulation of Position Control System forDC Servo Motor Using PID Controller", International Journal of Engineering and Advanced Technology, (2014).

[3]. Jianying Liu, Pengju Zhang, Fei Wang, “Real –Time DC Servo Motor Position Control by PID Controllers Using Labview”, International Conference on Intelligent Human-Machine Systems and Cybernetics, (2009).

[4]. Hengzhan Yang, Dian Xi, Xu Weng, Fucai Qian, Bo Tan, “A Numerical Algorithm for Self-Learning Model Predictive Control in Servo Systems”, 208 MDPI Journals Awarded Impact Factor, (2022).

[5]. DR. THIDA AUNG, “Servo Motor Control System Based On Model Predictive Controller (MPC)”, (2019).

[6]. S. Srinivasan, K. I. Ramachandran, "Position control of a servo motor using a neural network controller", Journal of Intelligent and Fuzzy Systems, (2004).

[7]. Ming-Shyan Wang, Seng-Chi Chen, Po-Hsiang, Shuh-Yu Wu, Fu-Shung Hsu, “Neural Network Control-Based Drive Design of Servomotor and Its Application to Automatic Guided Vehicle”, (2015). DOI: https://doi.org/10.1155/2015/612932

[8]. Fawzan Salem, E.H.E. Bayoumi, “Robust fuzzy-PID control of three-motor drive system using simulated annealing optimization”, Journal of Electrical Engineering, (2011).

[9]. Jinjin He, Zhiqin He, “Research of Brushless DC Motor Control Based on Fuzzy-PID Algorithm”, Machinery & Electronics, (2010).

[10]. Nguyen Van Tiem, “Speed control for the train of urban railway using Fuzzy-D controller”, Transport and Communications Science Journal, (2020).

[11]. Khoshnam, Mohammad; Poshtan, Javad; Mohamadian, Mostafa, "Design of Adaptive Fuzzy Position Control for Permanent Magnet Synchronous Motor Drives", IEEE Transactions on Industrial Electronics, (2013).

[12]. Vedrana Jerkovi, Toni VargaA, ”Survey of Fuzzy Algorithms Used in Multi-Motor Systems Control”, Electronics (2020). DOI: https://doi.org/10.3390/electronics9111788

[13]. Nguyễn Thị Linh, Đặng Tiến Trung, Đỗ Thị Loan, “Design Fuzzy logic controller for position drive multi-motor system”, Đại học Điện lực, Tạp chí khoa học và công nghệ năng lượng, (2021).

[14]. Phạm Văn Minh, Nguyễn Đăng Hải, Phạm Thị Hồng Hạnh, Phí Hoàng Nhã, Phạm Văn Hùng, "Ứng dụng phương pháp nhận dạng đối tượng cho bài toán điều khiển tốc độ động cơ servo trên mô hình thực", Khoa học Công nghệ, (2021).

[15]. TecQuipment, “CE110 Servo Trainer”, ©TecQuipment Ltd, (2013).

Published

10-12-2023

How to Cite

Ngô Mạnh Tùng, Ninh Văn Hiệp, Phạm Văn Minh, and Phạm Văn Hùng. “Position Control of Servo Motor on a Practical Model”. Journal of Military Science and Technology, no. FEE, Dec. 2023, pp. 42-48, doi:10.54939/1859-1043.j.mst.FEE.2023.42-48.

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