Robust Stability Analysis of Smith Predictor Based Interval Fractional-Order Control Systems: A Case Study in Level Control Process

The robust stability study of the classic Smith predictor-based control system for uncertain fractional-order plants with interval time delays and interval coefficients is the emphasis of this work. Interval uncertainties are a type of parametric uncertainties that cannot be avoided when modeling real-world plants. Also, in the considered Smith predictor control structure it is supposed that the controller is a fractional-order proportional integral derivative (FOPID) controller. To the best of the authors' knowledge, no method has been developed until now to analyze the robust stability of a Smith predictor based fractional-order control system in the presence of the simultaneous uncertainties in gain, time-constants, and time delay. The three primary contributions of this study are as follows: i) a set of necessary and sufficient conditions is constructed using a graphical method to examine the robust stability of a Smith predictor-based fractional-order control system—the proposed method explicitly determines whether or not the FOPID controller can robustly stabilize the Smith predictor-based fractional-order control system; ii) an auxiliary function as a robust stability testing function is presented to reduce the computational complexity of the robust stability analysis; and iii) two auxiliary functions are proposed to achieve the control requirements on the disturbance rejection and the noise reduction. Finally, four numerical examples and an experimental verification are presented in this study to demonstrate the efficacy and significance of the suggested technique.

[1]  F. N. Deniz An effective Smith predictor based fractional-order PID controller design methodology for preservation of design optimality and robust control performance in practice , 2022, Int. J. Syst. Sci..

[2]  Vijaya Lakshmi Korupu,et al.  A comparative study of various Smith predictor configurations for industrial delay processes , 2021, Chemical Product and Process Modeling.

[3]  Mahsan Tavakoli-Kakhki,et al.  Robust Stability Analysis of Interval Fractional-Order Plants With Interval Time Delay and General Form of Fractional-Order Controllers , 2021, IEEE Control Systems Letters.

[4]  M. Pătrașcu Smith Predictor Approximation for Industrial Control Applications with Genetic Algorithms , 2021, 2021 International Conference on Applied Artificial Intelligence (ICAPAI).

[5]  Majid Ghorbani,et al.  Robust stability analysis of a general class of interval delayed fractional order plants by a general form of fractional order controllers , 2021, Mathematical Methods in the Applied Sciences.

[6]  Luca Zaccarian,et al.  Smith-Predictor-Based Torque Control of a Rolling Diaphragm Hydrostatic Transmission , 2021, IEEE Robotics and Automation Letters.

[7]  H. Patel,et al.  Sensitivity analysis of IMC-PID controller with smith predictor using different filters , 2020, 2020 IEEE 17th India Council International Conference (INDICON).

[8]  Vicente Feliu-Batlle,et al.  Control of the temperature in a petroleum refinery heating furnace based on a robust modified Smith predictor. , 2020, ISA transactions.

[9]  Zhenlong Wu,et al.  The proportional-integral controller design based on a Smith-like predictor for a class of high order systems , 2020, Trans. Inst. Meas. Control.

[10]  J. A. Tenreiro Machado,et al.  Lyapunov method for the stability analysis of uncertain fractional-order systems under input saturation , 2020 .

[11]  Bidyadhar Subudhi,et al.  Unified Smith predictor based H∞ wide-area damping controller to improve the control resiliency to communication failure , 2020, IEEE/CAA Journal of Automatica Sinica.

[12]  Binoy Krishna Roy,et al.  Systematic construction of high dimensional fractional-order hyperchaotic systems , 2020 .

[13]  M. Tavakoli‐Kakhki,et al.  Robust stabilizability of fractional order proportional integral controllers for fractional order plants with uncertain parameters: A new value set based approach , 2019 .

[14]  Mahsan Tavakoli-Kakhki,et al.  Robust FOPID stabilization of retarded type fractional order plants with interval uncertainties and interval time delay , 2019, J. Frankl. Inst..

[15]  Vahid Badri,et al.  On time-constant robust tuning of fractional order proportional derivative controllers , 2019, IEEE/CAA Journal of Automatica Sinica.

[16]  Vicente Feliu-Batlle,et al.  Smith predictor based fractional-order integral controller for robust temperature control in a steel slab reheating furnace , 2019, Transactions of the Institute of Measurement and Control.

[17]  Ge Ren,et al.  Stabilization Control of Electro-Optical Tracking System With Fiber-Optic Gyroscope Based on Modified Smith Predictor Control Scheme , 2018, IEEE Sensors Journal.

[18]  A. Sedigh,et al.  Robustness Improvement Using the Filtered Smith Predictor Based Fractional Integral-Fractional Derivative Controllers: Application to a Pressure Plant , 2018, 2018 7th International Conference on Systems and Control (ICSC).

[19]  Shantanu Das,et al.  Design and implementation of digital fractional order PID controller using optimal pole-zero approximation method for magnetic levitation system , 2018, IEEE/CAA Journal of Automatica Sinica.

[20]  Alireza Fatehi,et al.  Robustness analysis and design of fractional order Iλ Dμ controllers using the small gain theorem , 2018, Int. J. Control.

[21]  Saeed Tavakoli,et al.  Smith predictor based fractional-order control design for time-delay integer-order systems , 2017, International Journal of Dynamics and Control.

[22]  Wendwosen Bellete Bedada,et al.  Enhanced modified smith predictor for higher order stable processes , 2017, 2017 IEEE AFRICON.

[23]  Rachid Mansouri,et al.  Smith Predictor Based Fractional‐Order‐Filter PID Controllers Design for Long Time Delay Systems , 2017 .

[24]  S. Álvarez de Miguel,et al.  Identification model and PI and PID controller design for a novel electric air heater , 2017 .

[25]  Qingguo Wang,et al.  Identification and PID control for a class of delay fractional-order systems , 2016, IEEE/CAA Journal of Automatica Sinica.

[26]  B. K. Roy,et al.  Synchronisation control of a novel fractional-order chaotic system with hidden attractor , 2016, 2016 IEEE Students’ Technology Symposium (TechSym).

[27]  Prajkta K. Bhamre,et al.  Design of a smith predictor based fractional order PID controller for a coupled tank system , 2016, 2016 International Conference on Automatic Control and Dynamic Optimization Techniques (ICACDOT).

[28]  Chunyang Wang,et al.  The design of FOPI and FO[pi] controllers for large time-delay system based on Smith Predictor , 2016, 2016 IEEE Chinese Guidance, Navigation and Control Conference (CGNCC).

[29]  Abhishek Dutta,et al.  Tuning algorithms for fractional order internal model controllers for time delay processes , 2016, Int. J. Control.

[30]  Ibrahim Kaya,et al.  PI-PD controllers for controlling stable processes with inverse response and dead time , 2016 .

[31]  Ali Khaki Sedigh,et al.  Design and implementation of smith predictor based fractional order PID controller on MIMO flow-level plant , 2015, 2015 23rd Iranian Conference on Electrical Engineering.

[32]  Serdar Ethem Hamamci,et al.  Stability region analysis in Smith predictor configurations using a PI controller , 2015 .

[33]  John M. Watkins,et al.  Robust performance design of PID controllers for time-delay systems with a Smith predictor , 2014, 2014 American Control Conference.

[34]  Lalbahadur Majhi,et al.  Fractional order system identification of Maglev model from real-time data , 2014, 2014 IEEE International Conference on Advanced Communications, Control and Computing Technologies.

[35]  Djalil Boudjehem,et al.  A fractional model for robust fractional order Smith predictor , 2013 .

[36]  Young-Hun Lim,et al.  Stability and Stabilization of Fractional-Order Linear Systems Subject to Input Saturation , 2013, IEEE Transactions on Automatic Control.

[37]  Robin De Keyser,et al.  Robustness evaluation of fractional order control for varying time delay processes , 2012, Signal Image Video Process..

[38]  Mohammad Haeri,et al.  Temperature Control of a Cutting Process Using Fractional Order Proportional-Integral-Derivative Controller , 2011 .

[39]  Dingyu Xue,et al.  Time-constant robust analysis of a fractional order [proportional derivative] controller , 2011 .

[40]  Mohammad Haeri,et al.  Robust stability testing function and Kharitonov-like theorem for fractional order interval systems , 2010 .

[41]  C. Yeroglu,et al.  Frequency response computation of fractional order interval transfer functions , 2010 .

[42]  Mohammad Haeri,et al.  On robust stability of LTI fractional-order delay systems of retarded and neutral type , 2010, Autom..

[43]  Mohammad Haeri,et al.  On robust stability of linear time invariant fractional-order systems with real parametric uncertainties. , 2009, ISA transactions.

[44]  Vicente Feliu-Batlle,et al.  Smith predictor based robust fractional order control: Application to water distribution in a main irrigation canal pool , 2009 .

[45]  YangQuan Chen,et al.  Tuning and auto-tuning of fractional order controllers for industry applications , 2008 .

[46]  Eduardo F. Camacho,et al.  Dead-time compensators: A survey , 2008 .

[47]  Serdar Ethem Hamamci An Algorithm for Stabilization of Fractional-Order Time Delay Systems Using Fractional-Order PID Controllers , 2007, IEEE Transactions on Automatic Control.

[48]  William S. Levine,et al.  The Control Handbook , 2010 .

[49]  Tao Liu,et al.  New analytical design of the Smith predictor controller for high-order systems , 2005 .

[50]  Tom T. Hartley,et al.  Fractional-order system identification based on continuous order-distributions , 2003, Signal Process..

[51]  Ibrahim Kaya,et al.  Autotuning of a new PI-PD Smith predictor based on time domain specifications. , 2003, ISA transactions.

[52]  Jih-Jenn Huang,et al.  Automatic Smith-predictor tuning using optimal parameter mismatch , 2002, IEEE Trans. Control. Syst. Technol..

[53]  K. K. Tan,et al.  Robust Smith-predictor controller for uncertain delay systems , 1996 .

[54]  Shankar P. Bhattacharyya,et al.  Robust Control: The Parametric Approach , 1994 .

[55]  S. Dasgupta,et al.  Robust Stability under a Class of Nonlinear Parametric Perturbations , 1990, 1990 American Control Conference.

[56]  J. W. Brown,et al.  Complex Variables and Applications , 1985 .

[57]  V. Feliu-Batlle,et al.  Design of a PIα Controller for the Robust Control of the Steam Pressure in the Steam Drum of a Bagasse-Fired Boiler , 2021, IEEE Access.

[58]  S. Sharma,et al.  Smith predictor embedded analytical fractional-order controller design: A delayed Bode’s ideal transfer function approach , 2020 .

[59]  Rosdiazli Ibrahim,et al.  Fractional-Order Predictive PI Controller for Dead-Time Processes With Set-Point and Noise Filtering , 2020, IEEE Access.

[60]  V. R. Harindran,et al.  Fractional-order Systems and PID Controllers , 2020 .

[61]  S. Lakshmanaprabu,et al.  Design of Smith Predictor Based Fractional Controller for Higher Order Time Delay Process , 2019 .

[62]  İlyas Eker,et al.  Experimental evaluation of various modified Smith predictor-based fractional order control design strategies in control of a thermal process with time delay , 2019, Int. J. Embed. Syst..

[63]  Necdet Sinan Özbek,et al.  An experimental comparative study of modified Smith Predictor based fractional order controller design strategies for a time delay process , 2017, 2017 4th International Conference on Electrical and Electronic Engineering (ICEEE).

[64]  Nusret Tan,et al.  A Model Identification Method for Tuning of PID Controller in a Smith Predictor Structure , 2016 .

[65]  V. Feliu Batlle,et al.  Temperature Control Based on a Modified Smith Predictor for Injectable Drug Formulations , 2015, IEEE Latin America Transactions.

[66]  Vicente Feliu-Batlle,et al.  Design of a fractional order PI controller for steam pressure in the steam drum of a bagasse fired boiler , 2014 .

[67]  YangQuan Chen,et al.  Fractional-order systems and control : fundamentals and applications , 2010 .

[68]  M. Busłowicz,et al.  Stability of linear continuous-time fractional order systems with delays of the retarded type , 2008 .

[69]  Blas M. Vinagre,et al.  A ROBUST STABILITY TEST PROCEDURE FOR A CLASS OF UNCERTAIN LTI FRACTIONAL ORDER SYSTEMS , 2002 .

[70]  Alain Oustaloup,et al.  Frequency-band complex noninteger differentiator: characterization and synthesis , 2000 .