Improvement of DC Motor Speed Control for Mobile Robot to Minimize Slip Phenomenon

  • Politeknik Elektronika Negeri Surabaya
  • Politeknik Elektronika Negeri Surabaya
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Keywords: Slip, Omnidirectional, Mobile Robot, DC Motor Speed

Abstract

Slip on the mobile robot has a significant impact on the maneuver and the accuracy of the mobile robot movement. The slip phenomenon occurs because of the loss of traction between the surface and the wheels due to the spontaneous acceleration or declaration application. This paper presents a method to improve DC motor performance by using slip control as an observer such that the slip phenomenon effect can be minimized. The performance that will be analyzed is the accuracy of motor speed and robot position accuracy when the robot is moving. The result shows that the Root Mean Squared Error (RMSE) for the motor speed performance that does not use slip control is 2.680, the system using slip control produces RMSE 1.3393. Regarding the robot position accuracy, the RMSE of the system that does not use slip control is 0.0379, the system using slip control is 0.0065.

References

[1] A. Pandey, et al., "Mobile Robot Navigation Techniques", International Robotics & Automation Journal, Vol. 2 Issue 3, 2017.
[2] E. Lucet, et al., "Experimental Study of A Fast Mobile Robot Performing A Drift Maneuver", WSPC - Proceedings, DOI: 10.1142/9789814329927_0144, 2010.
[3] K. Lyong Han, et al., "Design and Control of Mobile Robot with Mecanum Wheel", IEEE, 2014.
[4] F. Ribeiro, et al., "Three Omni-Directional Wheels Control On A Mobile Robot", 2014.
[5] L. Yuan Ping, "Slip Modelling, Estimation and Control of Omnidirectional Wheeled Mobile Robots with Powered Caster Wheels", Thesis, 2009.
[6] Y. Kristyawan and A. D. Rizhaldi, “An Automatic Sliding Doors Using RFID and Arduino,” Int. J. Artif. Intell. Robot., vol. 2, no. 1, p. 13, 2020.
[7] Y. I. Chandra, M. Riastuti, K. Kosdiana, and E. P. Nugroho, “Automatic Garden Umbrella Prototype with Light and Rain Sensor Based on Arduino Uno Microcontroller,” Int. J. Artif. Intell. Robot., vol. 2, no. 2, p. 42, 2020.
[8] H. Taheri, et al., "Kinematic Model of a Four Mecanum Wheeled Mobile Robot", International Journal of Computer Application, 2015.
[9] K.H. Ang, et al., "PID Control System Analysis, Design, and Technology", IEEE Transaction on Control System Technology, Vol.13 No.4, 2015.
[10] Y.Y. Tzou, "Design And Implementation Of All Fpga-Based Motor Control Ic For Permanent Magnet Ac Servo Motors," International Conference on Industrial Electronics, Control and Instrumentation, vol.2, pp.943-947, 1997.
[11] Shih-An LI, et al.," Design Of The Wheeled Robot Motor Controller", ISPACS, pp. 250-253, Nov. 2012.
[12] Dong-Eon Kim et al.," Using Current Sensing method and Fuzzy PID Controller for Slip Phenomena Estimation dan Compensation of Mobile Robot", International conference on ubiquitous robots and ambient intelligence (URAI), pp. 397-401, 2017.