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      Damping Controller Design for Nanopositioners: A Hybrid Reference Model Matching and Virtual Reference Feedback Tuning Approach

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      https://www.riss.kr/link?id=A104730477

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      다국어 초록 (Multilingual Abstract)

      Conventionally, fixed-structure feedback controllers are designed by model-based approaches. However, such controllers are not necessarily ideal and optimal when connecting with the actual plant because of the existence of modeling uncertainty. In thi...

      Conventionally, fixed-structure feedback controllers are designed by model-based approaches. However, such controllers are not necessarily ideal and optimal when connecting with the actual plant because of the existence of modeling uncertainty. In this paper, a paralleled damping controller as well as a novel hybrid reference model matching (RMM) and virtual reference feedback tuning (VRFT) approach for parameters’ tuning of the controller is presented. The composite damping controller for piezo-actuated nanopositioners is fixed-structure and low-order that uses a high-gain notch filter and a high-pass resonant controller to damp the first resonant peak. The proposed hybrid tuning approach combines an identified system model and a set of experimental input/output data into the parameters’ optimization of the proposed composite damping controller. The proposed hybrid approach simplifies the tuning process by decreasing the number of the parameters in the initial values’ choosing stage from the whole nine to four. Besides, the application of experimental data improves rejection of model uncertainty. A set of optimal parameters in the controller is obtained using the proposed hybrid design approach. Experimental results with comparisons to built-in PID controller are presented to show the effectiveness of the composite damping controller optimized via the hybrid approach.

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      참고문헌 (Reference)

      1 Campi, M. C., "Virtual Reference Feedback Tuning: A Direct Method for the Design of Feedback Controllers" 38 (38): 1337-1346, 2002

      2 Wellstead, P. E., "Self-Tuning Pole/Zero Assignment Regulators" 30 (30): 1-26, 1979

      3 Schitter, G., "Scanning Probe Microscopy at Video-Rate" 11 : 40-48, 2008

      4 Das, S. K., "Resonant Controller Design for a Piezoelectric Tube Scanner: A Mixed Negative-Imaginary and Small-Gain Approach" 22 (22): 1899-1906, 2014

      5 Fairbairn, M., "Resonant Control of an Atomic Force Microscope Micro-Cantilever for Active Q Control" 83 (83): 083708-, 2012

      6 Mohammad Zareinejad, "Precision Control of a Piezo-Actuated Micro Telemanipulation System" 한국정밀공학회 11 (11): 55-65, 2010

      7 Choi, K.-B., "Passive Compliant Wafer Stage for Single-Step Nano-Imprint Lithography" 76 (76): 075106-, 2005

      8 Ratnam, M., "PPF Control of a Piezoelectric Tube Scanner" 1168-1173, 2005

      9 Fleming, A. J., "Optimal Periodic Trajectories for Band-Limited Systems" 17 (17): 552-562, 2009

      10 Formentin, S., "Non-Iterative Direct Data-Driven Controller Tuning for Multivariable Systems: Theory and Application" 6 (6): 1250-1257, 2012

      1 Campi, M. C., "Virtual Reference Feedback Tuning: A Direct Method for the Design of Feedback Controllers" 38 (38): 1337-1346, 2002

      2 Wellstead, P. E., "Self-Tuning Pole/Zero Assignment Regulators" 30 (30): 1-26, 1979

      3 Schitter, G., "Scanning Probe Microscopy at Video-Rate" 11 : 40-48, 2008

      4 Das, S. K., "Resonant Controller Design for a Piezoelectric Tube Scanner: A Mixed Negative-Imaginary and Small-Gain Approach" 22 (22): 1899-1906, 2014

      5 Fairbairn, M., "Resonant Control of an Atomic Force Microscope Micro-Cantilever for Active Q Control" 83 (83): 083708-, 2012

      6 Mohammad Zareinejad, "Precision Control of a Piezo-Actuated Micro Telemanipulation System" 한국정밀공학회 11 (11): 55-65, 2010

      7 Choi, K.-B., "Passive Compliant Wafer Stage for Single-Step Nano-Imprint Lithography" 76 (76): 075106-, 2005

      8 Ratnam, M., "PPF Control of a Piezoelectric Tube Scanner" 1168-1173, 2005

      9 Fleming, A. J., "Optimal Periodic Trajectories for Band-Limited Systems" 17 (17): 552-562, 2009

      10 Formentin, S., "Non-Iterative Direct Data-Driven Controller Tuning for Multivariable Systems: Theory and Application" 6 (6): 1250-1257, 2012

      11 Das, S. K., "Multivariable Negative-Imaginary Controller Design for Damping and Cross Coupling Reduction of Nanopositioners: A Reference Model Matching Approach" 20 (20): 3123-3134, 2015

      12 Aphale, S. S., "Minimizing Scanning Errors in Piezoelectric Stack-Actuated Nanopositioning Platforms" 7 (7): 79-90, 2008

      13 Eleftheriou, E., "Millipede-A Mems-Based Scanning-Probe Data-Storage System" 39 (39): 938-945, 2003

      14 Mahmood, I. A., "Making a Commercial Atomic Force Microscope More Accurate and Faster Using Positive Position Feedback Control" 80 (80): 063705-, 2009

      15 Hjalmarsson, H., "Iterative Feedback Tuning: Theory and Applications" 18 (18): 26-41, 1998

      16 Karimi, A., "Iterative Correlation-Based Controller Tuning" 18 (18): 645-664, 2004

      17 Bhikkaji, B., "Integral Resonant Control of a Piezoelectric Tube Actuator for Fast Nanoscale Positioning" 13 (13): 530-537, 2008

      18 Yong, Y., "High-Speed Flexure-Guided Nanopositioning: Mechanical Design and Control Issues" 83 (83): 121101-, 2012

      19 Bhikkaji, B., "High-Performance Control of Piezoelectric Tube Scanners" 15 (15): 853-866, 2007

      20 Salapaka, S., "High Bandwidth Nano-Positioner: A Robust Control Approach" 73 (73): 3232-3241, 2002

      21 Peng-Bo Liu, "Flexure-Hinges Guided Nano-Stage for Precision Manipulations: Design, Modeling and Control" 한국정밀공학회 16 (16): 2245-2254, 2015

      22 Leang, K. K., "Feedback-Linearized Inverse Feedforward for Creep, Hysteresis, and Vibration Compensation in AFM Piezoactuators" 15 (15): 927-935, 2007

      23 Lee, C., "Fast Robust Nanopositioning - A Linear-Matrix-Inequalities-Based Optimal Control Approach" 14 (14): 414-422, 2009

      24 Hansen, H. N., "Dimensional Micro and Nano Metrology" 55 (55): 721-743, 2006

      25 Kang, D., "Development of Flexure Based 6-Degrees of Freedom Parallel Nano-Positioning System with Large Displacement" 83 (83): 035003-, 2012

      26 Yangmin Li, "Design, Modeling, Control and Experiment for a 2-DOF Compliant Micro-Motion Stage" 한국정밀공학회 15 (15): 735-744, 2014

      27 Leang, K. K., "Design of Hysteresis-Compensating Iterative Learning Control for Piezo-Positioners: Application to Atomic Force Microscopes" 16 (16): 141-158, 2006

      28 Shan, Y., "Design and Control for High-Speed Nanopositioning: Serial-Kinematic Nanopositioners and Repetitive Control for Nanofabrication" 33 (33): 86-105, 2013

      29 Shyh-Chour Huang, "Design and Computational Optimization of a Flexurebased XY Positioning Platform using FEA-based Response Surface Methodology" 한국정밀공학회 17 (17): 1035-1048, 2016

      30 Eielsen, A. A., "Damping and Tracking Control Schemes for Nanopositioning" 19 (19): 432-444, 2014

      31 Das, S. K., "Damping Controller Design for Nanopositioners: A Mixed Passivity, Negative-Imaginary, and Small-Gain Approach" 20 (20): 416-426, 2015

      32 Lagarias, J. C., "Convergence Properties of the Nelder-Mead Simplex Method in Low Dimensions" 9 (9): 112-147, 1998

      33 Wang, Z., "Control of a Magnetostrictive-Actuator-Based Micromachining System for Optimal High-Speed Microforming Process" 20 (20): 1046-1055, 2015

      34 Zou, Q., "Control Issues in High-Speed AFM for Biological Applications: Collagen Imaging Example" 6 (6): 164-178, 2004

      35 Namavar, M., "An Analytical Approach to Integral Resonant Control of Second-Order Systems" 19 (19): 651-659, 2014

      36 Aphale, S. S., "A Robust Loop-Shaping Approach to Fast and Accurate Nanopositioning" 204 : 88-96, 2013

      37 Clayton, G. M., "A Review of Feedforward Control Approaches in Nanopositioning for High-Speed SPM" 131 (131): 061101-, 2009

      38 Fleming, A. J., "A New Method for Robust Damping and Tracking Control of Scanning Probe Microscope Positioning Stages" 9 (9): 438-448, 2010

      39 Das, S. K., "A Mimo Double Resonant Controller Design for Nanopositioners" 14 (14): 224-237, 2015

      40 Formentin, S., "A Comparison of Model-Based and Data-Driven Controller Tuning" 28 (28): 882-897, 2014

      41 Butterworth, J. A., "A Comparison of ILC Architectures for Nanopositioners with Applications to AFM Raster Tracking" 2266-2271, 2011

      42 Butterworth, J. A., "A Comparison of Control Architectures for Atomic Force Microscopes" 11 (11): 175-181, 2009

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