Parameter impulse control of chaos in crystal growth process

Abstract Chaos occurs in the crystal growth process as an irregular swing phenomenon in the flexible shaft rotating-lifting (FSRL) system. Chaos may lead to the failure of mono-silicon crystal production. Therefore, it should be suppressed. Many chaos control methods have been proposed theoretically and some of them have been used in applications. For a practical plant displaying harmful chaos, engineers from a specific area usually face with the challenge to identifying chaos and to suppress it using a proper method. However, despite of the existing methods, chaos control method for the FSRL system is not a trivial task. For example, the seminal chaos control method proposed by Ott-Grebogi-Yorke (OGY method) requires a proper practical adjustable parameter, which cannot be identified for the FSRL system. In this work, an impulsive control method is being proposed to suppress chaos in the system. The merits of the method lie in, first, it manipulates the rotation speed of the motor, which is the only and easily accessible parameter; second, it does not need the state feedback, which is unavailable in the system; third, it is robust against the bounded system parameter uncertainty, as a plant requirement. The control parameter precept is obtained by using the Melnikov method. Simulation results verify the correctness of our theoretical analysis and the effectiveness of the proposed chaos control method.

[1]  Mohammad Shahzad,et al.  Global chaos synchronization of new chaotic system using linear active control , 2015, Complex..

[2]  Chen Li,et al.  Chaos-based wireless communication resisting multipath effects. , 2016, Physical review. E.

[3]  Igor Mezić,et al.  Uniform resonant chaotic mixing in fluid flows , 2003, Nature.

[4]  Celso Grebogi,et al.  Dynamics of delay induced composite multi-scroll attractor and its application in encryption , 2017 .

[5]  Hao Wu,et al.  A novel non-probabilistic reliability-based design optimization algorithm using enhanced chaos control method , 2017 .

[6]  CHAOTIC CONTROL OF LIU SYSTEM WITH PERIODIC PARAMETRIC PERTURBATIONS , 2011 .

[7]  Celso Grebogi,et al.  Secure Communication Based on Hyperchaotic Chen System with Time-Delay , 2017, Int. J. Bifurc. Chaos.

[8]  Celso Grebogi,et al.  Experimental Wireless Communication Using Chaotic Baseband Waveform , 2019, IEEE Transactions on Vehicular Technology.

[9]  Chuandong Li,et al.  A Memristor-Based Lorenz Circuit and Its Stabilization via Variable-Time Impulsive Control , 2017, Int. J. Bifurc. Chaos.

[10]  L. Wang,et al.  A New Data Rate Adaption Communications Scheme for Code-Shifted differential Chaos Shift Keying Modulation , 2012, Int. J. Bifurc. Chaos.

[11]  K. T. Chau,et al.  Anti-control of chaos of a permanent magnet DC motor system for vibratory compactors , 2008 .

[12]  Runzi Luo,et al.  The Robust Control and Synchronization of a Class of Fractional-Order Chaotic Systems with External Disturbances via a Single Output , 2018, Complex..

[13]  Hai Peng Ren,et al.  Chaotifying Control of Permanent Magnet Synchronous Motor , 2006, 2006 CES/IEEE 5th International Power Electronics and Motion Control Conference.

[14]  Tao Yang,et al.  In: Impulsive control theory , 2001 .

[15]  Liu Ding,et al.  Anticontrol of chaos via direct time delay feedback , 2006 .

[16]  Chuandong Li,et al.  Fixed-time stability and stabilization of impulsive dynamical systems , 2017, J. Frankl. Inst..

[17]  Dixiong Yang Chaos control for numerical instability of first order reliability method , 2010 .

[18]  Dong Lin Su,et al.  CMOS-Based Chaotic PWM Generator for EMI Reduction , 2017, IEEE Transactions on Electromagnetic Compatibility.

[19]  Yılmaz Uyaroğlu,et al.  Control of Rabinovich chaotic system using sliding mode control , 2014 .

[20]  Runzi Luo,et al.  The adaptive control of unknown chaotic systems with external disturbance via a single input , 2015 .

[21]  Javier Moreno-Valenzuela Adaptive anti control of chaos for robot manipulators with experimental evaluations , 2013, Commun. Nonlinear Sci. Numer. Simul..

[22]  Tiedong Ma,et al.  Finite-time and fixed-time impulsive synchronization of chaotic systems , 2020, J. Frankl. Inst..

[23]  Guanrong Chen,et al.  ON FEEDBACK CONTROL OF CHAOTIC NONLINEAR DYNAMIC SYSTEMS , 1992 .

[24]  Viet-Thanh Pham,et al.  Analysis and Stabilization of Chaos in Permanent Magnet DC Motor Driver , 2017, Int. J. Bifurc. Chaos.

[25]  Chun-Mei Yang,et al.  Impulsive control of Lorenz system , 1997 .

[26]  Javier Moreno-Valenzuela,et al.  Adaptive chaotification of robot manipulators via neural networks with experimental evaluations , 2016, Neurocomputing.

[27]  Celso Grebogi,et al.  Wireless communication with chaos. , 2013, Physical review letters.

[28]  Wenbin Liu,et al.  Chaos Particle Swarm Optimization Algorithm for Optimization Problems , 2018, Int. J. Pattern Recognit. Artif. Intell..

[29]  Song Zheng Stability of uncertain impulsive complex-variable chaotic systems with time-varying delays. , 2015, ISA transactions.

[30]  Edward Ott,et al.  Controlling chaos , 2006, Scholarpedia.

[31]  Yingcao Zhou,et al.  Oscillation Reconstruction and Bifurcation Analysis of a Drillbit-Rock Vibro-Impact System , 2017, Int. J. Bifurc. Chaos.

[32]  Sundarapandian Vaidyanathan,et al.  Takagi-Sugeno fuzzy logic controller for Liu-Chen four-scroll chaotic system , 2016, Int. J. Intell. Eng. Informatics.

[33]  Carlos Sánchez-Azqueta,et al.  Chaotic Encryption Applied to Optical Ethernet in Industrial Control Systems , 2019, IEEE Transactions on Instrumentation and Measurement.

[34]  E. Lorenz Deterministic nonperiodic flow , 1963 .

[35]  Kestutis Pyragas Continuous control of chaos by self-controlling feedback , 1992 .

[36]  C. Grebogi,et al.  Nonlinear dynamics in the flexible shaft rotating–lifting system of silicon crystal puller using Czochralski method , 2019, Nonlinear Dynamics.