Optimal Controllers Design for Position Control of DC Servo Motor Under Disturbance

محتوى المقالة الرئيسي

Kareem A. Al-badri
https://orcid.org/0009-0002-2501-5367
Rawaa R. Al-majeez

الملخص

In this study, various optimized control schemes are designed to control the angular position of the DC servo motor (DCSM) system in the presence of an external torque disturbance. These control schemes include the optimized Proportional-Integral-Derivative (PID) controller, the optimized Synergetic Controller (SC), and the optimized Modified Sliding Mode Controller (MSMC). The optimal gains of these controllers have been determined using Particle Swarm Optimization (PSO). A comparative study has been conducted to assess the performance of the controlled system by using these optimal controllers to control the DCSM’s angular position. To avoid falling into local optimal solutions, a modified version of the PSO technique is used. The numerical simulation results obtained with MATLAB reveal that the performance of the MPSO-based MSMC is superior to that of the PID and SC controllers in minimizing settling time, electric current quality, and fitness evaluation value under an external torque disturbance.

تفاصيل المقالة

القسم

Articles

المراجع

Durdu A, Dursun EH. Sliding Mode Control for Position Tracking of Servo System with a Variable Loaded DC Motor. Elektronika Ir Elektrotechnika 2019; 25(4): 8–16.

Rahman MZU, Leiva V, Martin-Barreiro C, Mahmood I, Usman M, Rizwan M. Fractional Transformation-Based Intelligent H-infinity Controller of a Direct Current Servo Motor. Fractal and Fractional 2023; 7(1): 29.

Mosconi D, Silva MM, Siqueira AAG. Optimal Tuning of a Proportional Controller for DC Motor Position Control via Fibonacci Search Method. Journal of Mechatronics Engineering 2021; 4(1): 12–21.

Wang X, Suh CS. Precision Concurrent Speed and Position Tracking of Brushed DC Motors Using Nonlinear Time-Frequency Control. Journal of Vibration and Control 2017; 23(19): 3266–3291.

Priya J, Jeevanandham A, Rajalashmi K. Fuzzy Logic Controller for Position Control of Servo Motor. International Journal of Innovative Technology and Exploring Engineering 2019; 8(3): 99–102.

Xiang Z, Wei W. Design of DC Motor Position Tracking System Based on LQR. Journal of Physics: Conference Series 2021; 1887(1): 012022.

Choudhary K, Qureshi MS, Singh B. Position Control of DC Servo Motor Using Improved Sliding Mode Control Techniques. International Journal of Applied Engineering Research 2018; 13(8): 15–19.

Mohamed MJ, Rasheed LT. Design of Nonlinear PID and FOPID Controllers for Electronic Throttle Valve Plate’s Position. Journal of Electrical and Computer Engineering 2024; 2024: 9984750.

Rasheed LT. Optimal Tuning of Linear Quadratic Regulator Controller Using Ant Colony Optimization Algorithm for Position Control of a Permanent Magnet DC Motor. Iraqi Journal of Computer, Communication, Control and System Engineering 2020; 20(3): 29–41.

Mansoor AZ, Salih TA, Abdullah FS. Speed Control of Separately Excited D.C. Motor Using Self-Tuned Parameters of PID Controller. Tikrit Journal of Engineering Sciences 2013; 20(1): 1–9.

Humaidi AJ, Ibraheem IK, Azar AT, Sadiq ME. A New Adaptive Synergetic Control Design for Single Link Robot Arm Actuated by Pneumatic Muscles. Entropy 2020; 22(7): 723.

Mahdi SM, Yousif NQ, Oglah AA, Sadiq ME, Humaidi AJ, Azar AT. Adaptive Synergetic Motion Control for Wearable Knee-Assistive System: A Rehabilitation of Disabled Patients. Actuators 2022; 11(7): 176.

Sadiq ME, Humaidi AJ, Kadhim SK, Al Mhdawi A, Alkhayyat A, Ibraheem IK. Optimal Sliding Mode Control of Single Arm PAM-Actuated Manipulator. 11th International Conference on System Engineering and Technology (ICSET) 2021; Shah Alam, Malaysia: 84–89.

Al-Qassar AA, Al-Dujaili AQ, Hasan AF, Humaidi AJ, Ibraheem IK, Azar AT. Stabilization of Single-Axis Propeller-Powered System for Aircraft Applications Based on Optimal Adaptive Control Design. Journal of Engineering Science and Technology 2021; 16(3): 1851–1869.

Wali SA, Muhammed AK. Power Sharing and Frequency Control in Inverter-Based Microgrids. Tikrit Journal of Engineering Sciences 2022; 29(3): 70–81.

Husain SS, MohammadRidha T. Integral Sliding Mode Controlled ATMD for Buildings under Seismic Effect. International Journal of Safety and Security Engineering 2022; 12(4): 413–420.

Al-Ani FR, Lutfy OF, Al-Khazraji H. Optimal Backstepping and Feedback Linearization Controllers Design for Tracking Control of Magnetic Levitation System: A Comparative Study. Journal of Robotics and Control 2024; 5(6): 1888–1896.

Husain SS, Rasheed LT, Mahmod RA, Hamza EK, Noaman NM, Humaidi AJ. Design of RISE Control for Respiratory System. 8th International Conference on Engineering Technologies and Applied Sciences (ICETAS) 2023; Bahrain: 1–5.

Al Mhdawi AK, Wright N, Humaidi AJ, Azar AT. Adaptive PI-Fuzzy Like Control of a Stack Pneumatic Actuators Testbed for Multi-Configuration Small Scale Soft Robotics. International Conference on Manipulation, Automation and Robotics at Small Scales (MARSS) 2023; Abu Dhabi, United Arab Emirates: 1–8.

Hamzah MK, Raafat SM, Al-Samarraie SA. Boundary Layer-Based Event-Triggered Sliding Mode Controller for Nonlinear Systems with Uncertainty. Mathematical Modelling of Engineering Problems 2024; 11(6): 1505–1519.

Kadhim MQ, Yaseen FR, Al-Khazraji H, Humaidi AJ. Application of Terminal Synergetic Control Based Water Strider Optimizer for Magnetic Bearing Systems. Journal of Robotics and Control 2024; 5(6): 1973–1979.

Mahmood NS, Humaidi AJ, Al-Azzawi RS. Nonlinear PD State Feedback Control for Electronic Throttle Valve Based on Ant Colony Optimization. 11th Conference on Systems, Process & Control (ICSPC) 2023; Malacca, Malaysia: 38–43.

Hameed AH, Al-Samarraie SA, Humaidi AJ. Ultimate Bounded Observer-Based Control of Electrical Vehicle Driven by DC Motor System with Unmatched Load Torque. Advances in Mechanical Engineering 2024; 16(10): 1–14.

Raheem RS, Hassan MY, Kadhim SK. Particle Swarm Optimization Based Interval Type 2 Fuzzy Logic Control for Motor Rotor Position Control of Artificial Heart Pump. Indonesian Journal of Electrical Engineering and Computer Science 2022; 25(2): 814–824.

Mohamed JM, Oleiw BK, Azar AT, Mahlous AR. Hybrid Controller with Neural Network PID/FOPID Operations for Two-Link Rigid Robot Manipulator Based on the Zebra Optimization Algorithm. Frontiers in Robotics and AI 2024; 11: 1386968.

المؤلفات المشابهة

يمكنك أيضاً إبدأ بحثاً متقدماً عن المشابهات لهذا المؤلَّف.