The processes with fractional order delay and PI controller design using particle swarm optimization

Authors

DOI:

https://doi.org/10.11121/ijocta.2023.1223

Keywords:

Time delay, fractional delay, fractional order systems, PI

Abstract

In this study, the stability analysis of systems with fractional order delay is presented. Besides, PI controller design using particle swarm optimization (PSO) technique for such systems is also presented. The PSO algorithm is used to obtain the controller parameters within the stability region. As it is known that it is not possible to investigate the stability of systems with fractional order delay using analytical methods such as the Routh-Hurwitz criterion. Furthermore, stability analysis of such systems is quite difficult. In this study, for stability testing of such systems, an approximation method previously introduced in the literature by the corresponding author is used. In addition, the unit step responses have been examined to evaluate the systems' performances. It should be noted that examining unit step responses of systems having fractional-order delay is not possible due to the absence of analytical methods. One of the aims of this study is to overcome this deficiency by using the proposed approximation method. Besides, a solution to the question of which controller parameter values should be selected in the stability region, which provides the calculation of all stabilizing PI controllers, is proposed using the PSO algorithm.

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Author Biographies

Münevver Mine Özyetkin, Department of Electrical and Electronics Engineering, Aydın Adnan Menderes University, Turkey

received her B.Sc. degree from Inonu University in Electrical and Electronics Engineering Department. She received her Ph.D. degree from Inonu University in Electrical and Electronics Engineering Department. She was awarded a grant by TUBITAK (The Scientific and Technological Research Council of Turkey) to conduct insulin control for diabetic patients (artificial pancreas) between 2010-2011, at Clemson University, USA. She is interested in fractional order control systems, design of fractional order controllers, robust control, stability analysis, and artificial pancreas.

 

Hasan Birdane, Department of Electrical and Electronics Engineering, Aydın Adnan Menderes University, Turkey

received a B.Sc. degree in Electrical and Electronics Engineering from Ege University in 2017. Currently, he is studying MSc. at Aydın Adnan Menderes University in the Department of Electrical and Electronics Engineering.

 

References

Gu, K., Kharitonov, V.L., & Chen, J. (2003). Stability of Time-Delay Systems. Birkhauser Boston, MA.

Eriksson, L., Oksanen, T., & Mikkola, K. (2009). PID controller tuning rules for integrating processes with varying time-delays. Journal of the Franklin Institute, 346(5), 470–487.

Han, Q.-L. (2005). Absolute stability of time-delay systems with sector-bounded nonlinearity. Automatica, 41(12), 2171–2176.

Ozturk, N., & Uraz, A. (1984). An analytic stability test for a certain class of distributed parameter systems with a distributed lag. IEEE Transactions on Automatic Control, 29(4), 368–370.

Ozturk, N., & Uraz, A. (1985). An analysis stability test for a certain class of distributed parameter systems with delays. IEEE Transactions on Circuits and Systems, 32(4), 393–396.

Ozturk, N. (1990). An application of two dimensional stability criterion to a special class of distributed parameter systems. Proceedings of IECON ’90: 16th Annual Conference of IEEE Industrial Electronics Society., 368-371.

Ozturk, N. (1995). Stability independent of distributed lag for a special class of distributed parameter systems. Proceedings of 34th IEEE Conference on Decision and Control. 3245-3246.

Chen, C.F., & Chiu, R.F. (1973). Evaluation of irrational and transcendental transfer functions via the fast Fourier transform. International Journal of Electronics, 35(2), 267–276.

Bourquin, J.J., & Trick, T.N. (1969). Stability of a class of lumped-distributed systems. Journal of the Franklin Institute, 287(5), 363–378.

Toumani, R. (1973). On the stability of lumped-distributed networks. IEEE Transactions on Circuit Theory, 20(5), 606–608.

Juchem, J., Chevalier, A., Dekemele, K., & Loccufier, M. (2021). First order Plus Fractional Diffusive Delay Modeling: Interconnected Discrete Systems. Fractional Calculus and Applied Analysis, 24(5), 1535-1558.

Ozyetkin, M.M. (2022). An approximation method and PID controller tuning for systems having integer order and non-integer order delay. Alexandria Engineering Journal, 61(12), 11365-11375.

Ozyetkin, M.M. (2018). A simple tuning method of fractional order PI_lambda-PD_mu controllers for time delay systems. ISA Transactions, 74, 77–87.

Onat, C. (2013). A new concept on PI design for time delay systems: Weighted geometrical center. International Journal of Innovative Computing, Information and Control, 9(4), 1539-1556.

Ozyetkin, M.M., & Astekin, D. (2022). Pade approximation for time delay systems and a new design method for the fractional order PI controller. Journal of the Faculty of Engineering and Architecture of Gazi University, 38 (2), 639-652.

Ozyetkin, M.M., Onat, C., & Tan, N., (2012). Zaman Gecikmeli Sistemler icin P I_lambda Denetci Tasarimi. Otomatik Kontrol Türk Milli Komitesi (TOK-2012), 428-433.

Ozyetkin, M.M., & Birdane, H. (2022). Parcacik Suru Optimizasyonu Tabanli PI Denetleyici Parametrelerinin Elde Edilmesi ve Sistem Tasarimi. In: C. Ozalp, ed. Muhendislik Alaninda Teori ve Arastirmalar. Seruven Yayinevi, Izmir, TR, 249-278.

Lazarevic, M., Rapaic, M. & Sekara, T. (2014). Introduction to Fractional Calculus with Brief Historical Background. In: V. Mladenov, & N. Mastorakis, eds. Advanced Topics on Applications of Fractional Calculus on Control Problems, System Stability and Modeling. WSEAS Press, 3-16.

Yusuf, A., Qureshi, S., Mustapha, U.T., Musa, S.S., & Sulaiman, T.A. (2022). Frac-tional modeling for improving scholastic performance of students with optimal control. International Journal of Applied and Computational Mathematics, 8(1).

Muresan, C.I., & Ionescu, C.M. (2020). Generalization of the FOPDT Model for Identification and Control Purposes. Processes, 8(6), 682.

Ucar, E., Ucar, S., Evirgen, F., & Ozdemir, N. (2021). A Fractional SAIDR Model in the Frame of Atangana-Baleanu Derivative. Fractal and Fractional. 5. 32.

Evirgen, F. (2023). Transmission of Nipah virus dynamics under Caputo fractional derivative. Journal of Computational and Applied Mathematics, 418, 114654.

Lorenzo, C.F., & Hartley, T.T. (2002). Variable Order and Distributed Order Fractional Operators. Nonlinear Dynamics, 29, 57–98.

Podlubny, I. (1999). Fractional-order systems and PI _lambda D_mu controllers. IEEE Transactions on Automatic Control, 44(1), 208–214.

Ozyetkin, M.M., Yeroglu, C., Tan, N., & Tagluk, M.E. (2010). Design of PI and PID Controllers for Fractional Order Time Delay Systems. IFAC Proceedings Volumes, 43(2), 355–360.

Yuce, A., & Tan, N. (2021). On the approximate inverse Laplace transform of the transfer function with a single fractional order. Transactions of The Institute of Measurement and Control, 43(6), 1376-1384.

Yuce, A., & Tan, N. (2019). Inverse Laplace Transforms of the Fractional Order Transfer Functions. Proceedings of 11th International Conference on Electrical and Electronics Engineering (ELECO), 775-779.

Kennedy, J., & Eberhart, R. (1995). Particle swarm optimization. Proceedings of International Conference on Neural Networks (ICNN), 4, 1942-1948.

Campo, A.B. (2012). PID Control Design. In: V. Katsikis, ed. In MATLAB - A Fundamental Tool for Scientific Computing and Engineering Applications, IntechOpen.

Vastrakar, N.K., & Padhy, P.K. (2013). Simplified PSO PI-PD Controller for Unstable Processes. Proceedings of 4th International Conference on Intelligent Systems, Modelling and Simulation, 350-354.

Zennir, Y., Mechhoud, E.A., Seboui, A., & Bendib, R. (2017). Multi-controller approach with PSO-P I?D? controllers for a robotic wrist. Proceedings of 5th International Conference on Electrical Engineering- Boumerdes(ICEE-B), 1-7.

Liu, J., Wang, H., & Zhang, Y. (2015). New result on PID controller design of LTI systems via dominant eigenvalue assignment. Automatica, 62, 93–97. The processes with fractional order delay and PI controller design using particle swarm optimization 11

Tan, N. (2005). Computation of stabilizing PI and PID controllers for processes with time delay. ISA Transactions, 44(2), 213–223.

Hamamci, S.E., & Tan, N. (2006). Design of PI controllers for achieving time and frequency domain specifications simultaneously. ISA Transactions, 45(4), 529–543.

Hohenbichler, N. (2009). All stabilizing PID controllers for time delay systems. Automatica, 45(11), 2678–2684.

Hwang, C., & Cheng, Y.C. (2006). A numerical algorithm for stability testing of fractional delay systems. Automatica. 42(5), 825-831.

Ozyetkin, M.M. (2022). PD Controller Design and Stability Analysis for Systems Hav- ing Fractional Order Delay. Journal of Scientific Reports-A, 050, 254-269.

Monje, C.A., Chen, Y., Vinagre, B.M., Xue, D., & Feliu, V. (2010). Fractional-order Systems and Controls Fundamentals and Applications. Springer, London.

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Published

2023-01-26
CITATION
DOI: 10.11121/ijocta.2023.1223
Published: 2023-01-26

How to Cite

Özyetkin, M. M., & Birdane, H. (2023). The processes with fractional order delay and PI controller design using particle swarm optimization. An International Journal of Optimization and Control: Theories & Applications (IJOCTA), 13(1), 81–91. https://doi.org/10.11121/ijocta.2023.1223

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Research Articles