Preview

Modeling of Control System for Tracked Mobile Robot Taking Into Account Kinematic and Dynamic Parameters

https://doi.org/10.21122/2227-1031-2024-23-1-5-14

Abstract

The paper examines the problem of constructing a motion control system for autonomous mobile tracked robots in an informal external environment. Based on the proposed mathematical model of the control system for a tracked mobile robot, which takes into account kinematic and dynamic parameters, simulation modeling of a tracked mobile robot was carried out in the dynamic modeling environments of technical systems MATLAB Simulink and SimInTech, which made it possible to control the coordinates of a tracked mobile robot along a predetermined trajectory with a certain accuracy. To increase the stability of the mobile robot motion control system, a PID controller of the armature current and electromagnetic torque was introduced into it. During the simulation study, graphical dependences on time were obtained: supply voltage; rotation angle of the robot body; track speeds; motor armature current; electromagnetic torque of engines; armature current of motors with PID controller; the path traveled by the caterpillars; electromagnetic torque of motors with a PID controller, and also the center of mass of the robot was set when setting a trajectory with a radius of 10 m for 6.2 s. Models were built in the MATLAB Simulink software package: general simulation, kinematic simulation and dynamic simulation of a tracked mobile robot, simulation subsystem of the electric drive control unit. In the SimInTech software environment, a simulation model of the dynamic part of the right electric drive of a tracked mobile robot was obtained. A comparative analysis of the graphical dependencies of the angular velocity of the roller and armature current of the motor of a tracked mobile robot, obtained in the MATLAB Simulink and SimInTech packages, was carried out, which revealed a number of advantages and disadvantages when testing the operation of the control system of a tracked mobile robot in an unformalized external environment.

About the Authors

S. A. Pauliukavets
Belarusian National Technical University
Belarus

Address for correspondence:
Pauliukavets Siarhei A.–
Belarusian National Technical University,
9, B. Khmelnitsky str.,
220013, Minsk, Republic of Belarus.
Тел.: +375 17 293-95-61
s.pauliukavets@gmail.com



A. A. Velchenko
Belarusian National Technical University
Belarus

Minsk



A. A. Radkevich
Belarusian National Technical University
Belarus

Minsk



D. Yu. Tschaplygin
Belarusian National Technical University
Belarus

Minsk



References

1. Farhan A. S. (2013) Dynamic and Kinematic Models and Control for Differential Drive Mobile Robots. Internatio-nal Journal of Current Engineering and Technology, 3 (2), 253–263.

2. Pavlyukovets S. A., Vel'chenko A. A., Sin'sin' U., Radkevich A. A., Savko N. O. (2023) On the issue of Controlling a Mobile Robot with Omnidirectional Wheels. BIG DATA and Advanced Analytics: Collection of Scientific Articles of the IX International Scientific and Practical Conference, Minsk, 17–18 May, 2023. Part 2. Minsk, Belaru-sian State University of Informatics and Radioelectronics, 2023, 94–102 (in Russian).

3. Romanov P. S., Romanova I. P. (2018) Approaches to Creating an Intelligent Control System for a Mobile Robot. Inzhenernyi Vestnik Dona = Engineering Journal of Don, (1). Available at: http://www.ivdon.ru/uploads/article/pdf/ IVD_80_romanov.pdf_1ed870ce12.pdf (in Russian).

4. Ahmad A. M., Mohammed M. K., Farhan A. S. (2013) Mo-deling, Simulation and Dynamics Analysis Issues of Electric Motor, for Mechatronics Applications, Using Different Approaches and Verification by MATLAB/Simulink. International Journal of Intelligent Systems and Applications, 5 (5), 39–57. https://doi.org/10.5815/ijisa.2013.05.06.

5. Kruglova Т. N., Vlasov А. S. (2019) Modeling of the Mana-gement System of a Four-Drive Four-Wheel Agricultural Mobile Robot. Bulletin of Belgorod State Technological University named after. V. G. Shukhov, 4 (5), 147–154 (in Russian). https://doi.org/10.34031/article_5ce292ca6fa530.67486694.

6. Pauliukavets S. A., Velchenko А. А., Radkevich А. А. (2023) Mathematical Model of the Control System for Mobile Tracked Robot Taking into Account Kinematic and Dynamic Parameters. Sistemny Analiz i Prikladnaya Informatika = System Analysis and Applied Information Science, (3), 33–38 (in Russian). https://doi.org/10.21122/2309-4923-2023-3-33-38.

7. Sandeep K. M., Jharna M. (2014) Kinematics, Localization and Control of Differential Drive Mobile Robot. Glo-bal Journal of Researches in Engineering: H Robotics & Nano-Tech, 14 (1), 1–8.

8. Gonzalez R., Fiacchini M., Alamo T., Guzman J. L., Rodrigue F. (2010) Adaptive Control for a Mobile Robot Under Slip Conditions Using an LMI-Based Approach. European Journal of Control, 16 (2), 144–155. https://doi. org/10.3166/ejc.16.144-155.

9. Klancar G., Zdesar A., Blazic S., Škrjanc I. (2017) Wheeled Mobiled Robotics From Fundamentals Towards Auto-nomous Systems. Oxford, Butterworth-Heinemann. 502.

10. Liu J., Luo Q. (2019) Modeling and Simulation of Robotic Arm in MATLAB for Industrial Applications. 11th International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC), 24–25 August 2019. IEEE, 346–349. https://doi.org/10.1109/IHMSC.2019.00086.


Review

For citations:


Pauliukavets S.A., Velchenko A.A., Radkevich A.A., Tschaplygin D.Yu. Modeling of Control System for Tracked Mobile Robot Taking Into Account Kinematic and Dynamic Parameters. Science & Technique. 2024;23(1):5-14. (In Russ.) https://doi.org/10.21122/2227-1031-2024-23-1-5-14

Views: 501


Creative Commons License
This work is licensed under a Creative Commons Attribution 4.0 License.


ISSN 2227-1031 (Print)
ISSN 2414-0392 (Online)