WSEAS Transactions on Systems and Control


Print ISSN: 1991-8763
E-ISSN: 2224-2856

Volume 14, 2019

Notice: As of 2014 and for the forthcoming years, the publication frequency/periodicity of WSEAS Journals is adapted to the 'continuously updated' model. What this means is that instead of being separated into issues, new papers will be added on a continuous basis, allowing a more regular flow and shorter publication times. The papers will appear in reverse order, therefore the most recent one will be on top.


Volume 14, 2019



A New Model Reference Self-Tuning Fractional Order PD Control for One Stage Servomechanism System

AUTHORS: Mohamed. A. Shamseldin, Mohamed Sallam, A. M. Bassiuny, A. M. Abdel Ghany

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ABSTRACT: This paper presents a new technique to adapt the fractional order PID (FOPID) control based on optimal Model Reference Adaptive System (MRAS). The proposed control technique has been subjected to motion control of one stage servomechanism system. This purpose should be achieved through different operating points and external disorders (friction and backlash). The parameters of MRAS have been obtained using the harmony search (HS) optimization technique to achieve the optimal performance. Also, the performance of proposed control technique has been investigated by comparing it with the PID and FOPID controllers. The practical results illustrate that the self-tuning FOPD control based on optimal model reference adaptive system can accommodate the tracking error rapidly respect to other control techniques.

KEYWORDS: - Servomechanism; Self-Tuning, Fractional Order PD (FOPD) Control, Model Reference Adaptive System (MRAS), Harmony Research (HS).

REFERENCES:

[1] E. Yuliza, H. Habil, R. A. Salam, M. M. Munir, and M. Abdullah, “Development of a Simple Single-Axis Motion Table System for Testing Tilt Sensors,” Procedia Eng., vol. 170, pp. 378– 383, 2017.

[2] P. Zhao, J. Huang, and Y. Shi, “Nonlinear dynamics of the milling head drive mechanism in five-axis CNC machine tools,” Int. J. Adv. Manuf. Technol., 2017.

[3] P. Perz, I. Malujda, D. Wilczy, and P. Tarkowski, “Methods of controlling a hybrid positioning system using LabVIEW,” Procedia Eng., vol. 177, pp. 339–346, 2017.

[4] F. L. Li, M. L. Mi, and Y. Z. N. Jin, “Friction identification and compensation design for precision positioning,” Springer, pp. 120–129, 2017.

[5] M. Irfan, M. Effendy, N. Alif, S. Lailis, I. Pakaya, and A. Faruq, “Performance Comparison of Fuzzy Logic and Proportional-integral for an Electronic Load Controller,” Int. J. Power Electron. Drive Syst., vol. 8, no. 3, pp. 1176–1183, 2017.

[6] A. Franchi and A. Mallet, “Adaptive Closed-loop Speed Control of BLDC Motors with Applications to Multi-rotor Aerial Vehicles,” in 2017 IEEE International Conference on Robotics and Automation (ICRA) Singapore., 2017, no. 978, pp. 5203–5208.

[7] S. Wen, T. Wang, Z. Ma, and X. Li, “Dynamics Modeling and Fuzzy PD Control of Humanoid Arm,” in Proceedings of the 36th Chinese Control Conference, 2017, no. 3, pp. 616–621.

[8] A. Scientiarum, “dSPACE real time implementation of fuzzy PID position controller for vertical rotating single link arm robot using four-quadrant BLDC drive,” pp. 301–311, 2017.

[9] R. Madiouni, “Robust PID Controller Design based on Multi-Objective Particle Swarm Optimization Approach,” in ICEMIS2017, 2017, pp. 1–7.

[10] B. Zhang, G. Cheng, and J. Hu, “An Expanded Proximate Time-optimal Servo Controller Design for Fast Set-point Motion,” Proc. 35th Chinese Control Conf. July, no. 2, pp. 4465–4470, 2016.

[11] M. Omar, M. A. Ebrahim, A. M, and F. Bendary, “Tuning of PID Controller for Load Frequency Control Problem via Harmony Search Algorithm,” Indones. J. Electr. Eng. Comput. Sci., vol. 1, no. 2, pp. 255–263, 2016.

[12] D. Vanitha and M. Rathinakumar, “Fractional Order PID Controlled PV Buck Boost Converter with Coupled Inductor,” Int. J. Power Electron. Drive Syst., vol. 8, no. 3, pp. 1401–1407, 2017.

[13] M. A. A. Ghany, M. A. Shamseldin, and A. M. A. Ghany, “A Novel Fuzzy Self Tuning Technique of Single Neuron PID Controller for Brushless DC Motor,” Int. J. Power Electron. Drive Syst., vol. 8, no. 4, pp. 1705–1713, 2017.

[14] M. A. Shamseldin, A. A. El-samahy, and A. M. A. Ghany, “Different Techniques of Self-Tuning FOPID Control for Brushless DC Motor,” in MEPCON, 2016.

[15] P. Kumar and S. Narayan, “Optimal design of robust FOPID for the aircraft pitch control system using multi-objective GA,” 2016 IEEE Students’ Conf. Electr. Electron. Comput. Sci., pp. 1–6, 2016.

[16] D. Tiwari, N. Pachauri, A. Rani, and V. Singh, “Fractional order PID (FOPID) controller based temperature control of bioreactor,” Int. Conf. Electr. Electron. Optim. Tech. ICEEOT 2016, pp. 2968– 2973, 2016.

[17] M. A. K. El-shafei, M. I. El-hawwary, and H. M. Emara, “Implementation of Fractional - Order PID Controller in an Industrial Distributed Control System,” in 2017 14th International Multi-Conference on Systems, Signals & Devices (SSD) Implementation, 2017, no. 3, pp. 713–718.

[18] I. Masngut et al., “Design of FractionalOrder Proportional-Integral-Derivative Controller : Hardware Realization,” in 2018 International Conference on Information and Communications Technology (ICOIACT) Design, 2018, no. 3, pp. 656– 660.

[19] M. A. Shamseldin and A. A. El-samahy, “Speed Control of BLDC Motor By Using PID Control and Self-tuning Fuzzy PID controller,” 2014.

[20] X. Gao, W. Zhao, and J. Huang, “On-line Parameter Identification and Control Parameters Optimization of Robot Joints with Unknown Load Torque,” no. Icsai, pp. 61–66, 2016.

[21] D. V. L. N. Sastry and M. S. R. Naidu, “An Implementation of Different Non Linear PID Controllers on a Single Tank level Control using Matlab,” Int. J. Comput. Appl., vol. 54, no. 1, pp. 6–8, 2012.

[22] S. Slama, A. Errachdi, M. Benrejeb, A. R. B. F. Neural, and N. Identification, “Model Reference Adaptive Control for MIMO Nonlinear Systems Using RBF Neural Networks,” in 2018 International Conference on Advanced Systems and Electric Technologies (IC_ASET), 2018, pp. 346–351.

[23] L. Zhu, X. Shi, Z. Chen, H. Zhang, and C. Xiong, “Adaptive Servomechanism of Pneumatic Muscle Actuators With Uncertainties,” IEEE Trans. Ind. Electron., vol. 64, no. 4, pp. 3329–3337, 2017.

[24] L. Abdullah et al., “Evaluation on Tracking Performance of PID , Gain Scheduling and Classical Cascade P / PI Controller on XY Table Ballscrew Drive System Faculty of Manufacturing Engineering , Universiti Teknikal Malaysia Melaka ( UteM ),” vol. 21, pp. 1–10, 2013.

[25] T. Nadu and P. Magnet, “Modeling and Implementation of Intelligent Commutation System for BLDC Motor in Underwater Robotic Applications,” in 1st IEEE International Conference on Power Electronics. Intelligent Control and Energy Systems (ICPEICES-2016) Modeling, 2016, pp. 1–4.

[26] Y. X. Su, D. Sun, and B. Y. Duan, “Design of an enhanced nonlinear PID controller,” Mechatronics, vol. 15, pp. 1005–1024, 2005.

[27] S. B. U, “Multivariable Centralized Fractional Order PID Controller tuned using Harmony search Algorithm for Two Interacting Conical Tank Process,” in SAI Intelligent Systems Conference 2015 November 10-11, 2015 | London, UK Multivariable, 2015, pp. 320–327.

[28] M. Omar, A. M. A. Ghany, and F. Bendary, “Harmony Search based PID for Multi Area Load Frequency Control Including Boiler Dynamics and Nonlinearities,” WSEAS Trans. CIRCUITS Syst., vol. 14, pp. 407– 414, 2015.

[29] M. A. Ebrahim and F. Bendary, “Reduced Size Harmony Search Algorithm for Optimization,” J. Electr. Eng., pp. 1–8, 2016.

[30] A. A. El-samahy and M. A. Shamseldin, “Brushless DC motor tracking control using self-tuning fuzzy PID control and model reference adaptive control,” Ain Shams Eng. J., 2016.

[31] K. Hossain and S. M. R. Islam, “Model Reference Adaptive Control for Surface Permanent Magnet Synchronous Machine,” no. December, pp. 7–9, 2017.

WSEAS Transactions on Systems and Control, ISSN / E-ISSN: 1991-8763 / 2224-2856, Volume 14, 2019, Art. #2, pp. 8-18


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