Nonlinear Modeling and Decoupling Control of XY Micropositioning Stages With Piezoelectric Actuators

In this paper, a modeling method of XY micropositioning stage with piezoelectric actuators is proposed. In the modeling scheme, a sandwich model consists of both input and output linear submodels, and an embedded neural-network-based hysteresis submodel is used to describe the motion behavior of each axis of the stage. Moreover, a neural-network-based submodel is constructed to describe the nonlinear interactive dynamics caused by the movement of another axis. Then, a tracking control scheme combined with a nonlinear decoupling control is proposed to compensate for the effect of the interactions between axes and track the reference trajectory. Then, the robust design method for the tracking and decoupling control is discussed. Finally, the experimental results on an XY micropositioning stage are presented.

[1]  G. Jayanth,et al.  Modeling and Design of a Magnetically Actuated Two-Axis Compliant Micromanipulator for Nanomanipulation , 2010, IEEE/ASME Transactions on Mechatronics.

[2]  Yonghong Tan,et al.  Identification of sandwich systems with hysteresis based on two-stage method , 2010, Proceedings of the 2010 International Conference on Modelling, Identification and Control.

[3]  John Dorsey Continuous And Discrete Control Systems: Modeling, Identification, Design, And Implementation , 2001 .

[4]  Ruoyu Li,et al.  Recursive Identification of Sandwich Systems With Dead Zone and Application , 2009, IEEE Transactions on Control Systems Technology.

[5]  Xinliang Zhang,et al.  A hybrid model for rate-dependent hysteresis in piezoelectric actuators , 2010 .

[6]  Qingsong Xu,et al.  Development and Assessment of a Novel Decoupled XY Parallel Micropositioning Platform , 2010, IEEE/ASME Transactions on Mechatronics.

[7]  Xinkai Chen Adaptive control for systems preceded by hysteresis represented by Preisach model , 2010, ALCOSP.

[8]  Masoud Tahani,et al.  Higher-order coupled and uncoupled analyses of free edge effect in piezoelectric laminates under mechanical loadings , 2009 .

[9]  Fouad Giri,et al.  Identification of Hammerstein systems in presence of hysteresis-backlash and hysteresis-relay nonlinearities , 2008, Autom..

[10]  B. Bhikkaji,et al.  Integral Resonant Control of a Piezoelectric Tube Actuator for Fast Nanoscale Positioning , 2008, IEEE/ASME Transactions on Mechatronics.

[11]  Yonghong Tan,et al.  On-line identification algorithm and convergence analysis for sandwich systems with backlash , 2011 .

[12]  Jozef Vörös,et al.  Parameter identification of Wiener systems with multisegment piecewise-linear nonlinearities , 2007, Syst. Control. Lett..

[13]  Yonghong Tan,et al.  On-line modeling of sandwich systems with dead zone , 2007, 2007 International Conference on Control, Automation and Systems.

[14]  Hui Chen,et al.  A neural networks based model for rate-dependent hysteresis for piezoceramic actuators , 2008 .

[15]  A.J. Fleming Nanopositioning System With Force Feedback for High-Performance Tracking and Vibration Control , 2010, IEEE/ASME Transactions on Mechatronics.

[16]  Qingsong Xu,et al.  Design, Fabrication, and Visual Servo Control of an XY Parallel Micromanipulator With Piezo-Actuation , 2009, IEEE Transactions on Automation Science and Engineering.

[17]  H.-Y. Chen,et al.  Adaptive sliding control with self-tuning fuzzy compensation for a piezoelectrically actuated X–Y table , 2010 .

[18]  Yonghong Tan,et al.  Modeling Hysteresis and Its Inverse Model Using Neural Networks Based on Expanded Input Space Method , 2008, IEEE Transactions on Control Systems Technology.

[19]  Shorya Awtar,et al.  Constraint-based design of parallel kinematic XY flexure mechanisms , 2007 .

[20]  R. Merry,et al.  Using a Walking Piezo Actuator to Drive and Control a High-Precision Stage , 2009, IEEE/ASME Transactions on Mechatronics.

[21]  Qingsong Xu,et al.  Precise tracking control of a piezoactuated micropositioning stage based on modified Prandtl-Ishlinskii hysteresis model , 2010, 2010 IEEE International Conference on Automation Science and Engineering.

[22]  Mohammad Bagher Menhaj,et al.  Training feedforward networks with the Marquardt algorithm , 1994, IEEE Trans. Neural Networks.

[23]  Jingyan Dong,et al.  Development of a High-Bandwidth XY Nanopositioning Stage for High-Rate Micro-/Nanomanufacturing , 2011, IEEE/ASME Transactions on Mechatronics.

[24]  Qingze Zou,et al.  Iterative control of dynamics-coupling-caused errors in piezoscanners during high-speed AFM operation , 2005, IEEE Transactions on Control Systems Technology.

[25]  Qingsong Xu,et al.  Dahl Model-Based Hysteresis Compensation and Precise Positioning Control of an XY Parallel Micromanipulator With Piezoelectric Actuation , 2010 .

[26]  Yuen Kuan Yong,et al.  Design, Identification, and Control of a Flexure-Based XY Stage for Fast Nanoscale Positioning , 2009, IEEE Transactions on Nanotechnology.

[27]  Gang Tao,et al.  Adaptive control of plants with unknown hystereses , 1995 .

[28]  S. E. Prasad,et al.  Design, Modeling, and Closed-Loop Control of a Complementary Clamp Piezoworm Stage , 2009, IEEE/ASME Transactions on Mechatronics.

[29]  Xiulan Bao,et al.  Master and slave control of a dual-stage for precision positioning , 2008, 2008 3rd IEEE International Conference on Nano/Micro Engineered and Molecular Systems.

[30]  C. Su,et al.  An Analytical Generalized Prandtl–Ishlinskii Model Inversion for Hysteresis Compensation in Micropositioning Control , 2011, IEEE/ASME Transactions on Mechatronics.

[31]  Murti V. Salapaka,et al.  Piezoelectric scanners for atomic force microscopes: design of lateral sensors, identification and control , 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

[32]  U-Xuan Tan,et al.  A Low-Cost Flexure-Based Handheld Mechanism for Micromanipulation , 2011, IEEE/ASME Transactions on Mechatronics.

[33]  Jinchuan Zheng,et al.  Feedforward decoupling control design for dual-actuator system in hard disk drives , 2004 .

[34]  Placid Mathew Ferreira,et al.  Design analysis, fabrication and testing of a parallel-kinematic micropositioning XY stage , 2007 .

[35]  Yonghong Tan,et al.  Neural networks based identification and compensation of rate-dependent hysteresis in piezoelectric actuators , 2010 .

[36]  Andrew J. Fleming,et al.  Integrated strain and force feedback for high-performance control of piezoelectric actuators , 2010 .