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High-bandwidth nanopositioning via active control of system resonance |
Linlin LI1,2, Sumeet S. APHALE3( ), Limin ZHU1,4 |
1. State Key Laboratory of Mechanical System and Vibration, School of Mechanical Engineering, Shanghai Jiao Tong University, Shanghai 200240, China 2. State Key Laboratory of Fluid Power and Mechatronic Systems, Zhejiang University, Hangzhou 310027, China 3. The Centre for Applied Dynamics Research, School of Engineering, University of Aberdeen, Aberdeen AB24 3UE, UK 4. The Shanghai Key Laboratory of Networked Manufacturing and Enterprise Information, Shanghai 200240, China |
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Abstract Typically, the achievable positioning bandwidth for piezo-actuated nanopositioners is severely limited by the first, lightly-damped resonance. To overcome this issue, a variety of open- and closed-loop control techniques that commonly combine damping and tracking actions, have been reported in literature. However, in almost all these cases, the achievable closed-loop bandwidth is still limited by the original open-loop resonant frequency of the respective positioning axis. Shifting this resonance to a higher frequency would undoubtedly result in a wider bandwidth. However, such a shift typically entails a major mechanical redesign of the nanopositioner. The integral resonant control (IRC) has been reported earlier to demonstrate the significant performance enhancement, robustness to parameter uncertainty, gua-ranteed stability and design flexibility it affords. To further exploit the IRC scheme’s capabilities, this paper presents a method of actively shifting the resonant frequency of a nanopositioner’s axis, thereby delivering a wider closed-loop positioning bandwidth when controlled with the IRC scheme. The IRC damping control is augmented with a standard integral tracking controller to improve positioning accuracy. And both damping and tracking control parameters are analytically optimized to result in a Butterworth Filter mimicking pole-placement—maximally flat passband response. Experiments are conducted on a nanopositioner’s axis with an open-loop resonance at 508 Hz. It is shown that by employing the active resonance shifting, the closed-loop positioning bandwidth is increased from 73 to 576 Hz. Consequently, the root-mean-square tracking errors for a 100 Hz triangular trajectory are reduced by 93%.
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Keywords
nanopositioning stage
high-bandwidth
resonant mode control
tracking control
integral resonant control
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Corresponding Author(s):
Sumeet S. APHALE
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Just Accepted Date: 20 January 2021
Online First Date: 10 March 2021
Issue Date: 15 June 2021
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1 |
G Binnig, C F Quate, C Gerber. Atomic force microscope. Physical Review Letters, 1986, 56(9): 930–933
https://doi.org/10.1103/PhysRevLett.56.930
|
2 |
Y F Dufrêne, T Ando, R Garcia, et al. Imaging modes of atomic force microscopy for application in molecular and cell biology. Nature Nanotechnology, 2017, 12(4): 295–307
https://doi.org/10.1038/nnano.2017.45
|
3 |
T Shibata, N Iio, H Furukawa, et al. Nanofabrication technique based on localized photocatalytic reactions using a TiO2-coated atomic force microscopy probe. Applied Physics Letters, 2017, 110(6): 063701
https://doi.org/10.1063/1.4976199
|
4 |
P Zhang, X Liu, P Liu, et al. Capturing transient antibody conformations with DNA origami epitopes. Nature Communications, 2020, 11(1): 3114
https://doi.org/10.1038/s41467-020-16949-4
|
5 |
M S Rana, H R Pota, I R Petersen. Improvement in the imaging performance of atomic force microscopy: A survey. IEEE Transactions on Automation Science and Engineering, 2017, 14(2): 1265–1285
https://doi.org/10.1109/TASE.2016.2538319
|
6 |
H Xie, Y Wen, X Shen, et al. High-speed AFM imaging of nanopositioning stages using H∞ and iterative learning control. IEEE Transactions on Industrial Electronics, 2020, 67(3): 2430–2439
https://doi.org/10.1109/TIE.2019.2902792
|
7 |
B Bhikkaji, M Ratnam, A J Fleming, et al. High-performance control of piezoelectric tube scanners. IEEE Transactions on Control Systems Technology, 2007, 15(5): 853–866
https://doi.org/10.1109/TCST.2007.902947
|
8 |
H Habibullah, H R Pota, I R Petersen. A robust control approach for high-speed nanopositioning applications. Sensors and Actuators A: Physical, 2019, 292: 137–148
https://doi.org/10.1016/j.sna.2019.03.045
|
9 |
I A Mahmood, S O R Moheimani. Making a commercial atomic force microscope more accurate and faster using positive position feedback control. Review of Scientific Instruments, 2009, 80(6): 063705
https://doi.org/10.1063/1.3155790
|
10 |
D S Raghunvanshi, S I Moore, A J Fleming, et al. Electrode configurations for piezoelectric tube actuators with improved scan range and reduced cross-coupling. IEEE/ASME Transactions on Mechatronics, 2020, 25(3): 1479–1486
https://doi.org/10.1109/TMECH.2020.2978241
|
11 |
S S Aphale, B Bhikkaji, S O R Moheimani. Minimizing scanning errors in piezoelectric stack-actuated nanopositioning platforms. IEEE Transactions on Nanotechnology, 2008, 7(1): 79–90
https://doi.org/10.1109/TNANO.2007.910333
|
12 |
G Y Gu, L M Zhu, C Y Su, et al. Modeling and control of piezo-actuated nanopositioning stages: A survey. IEEE Transactions on Automation Science and Engineering, 2016, 13(1): 313–332
https://doi.org/10.1109/TASE.2014.2352364
|
13 |
K Cai, X He, Y Tian, et al. Design of a XYZ scanner for home-made high-speed atomic force microscopy. Microsystem Technologies, 2018, 24(7): 3123–3132
https://doi.org/10.1007/s00542-017-3674-4
|
14 |
G Schitter, P J Thurner, P K Hansma. Design and input-shaping control of a novel scanner for high-speed atomic force microscopy. Mechatronics, 2008, 18(5–6): 282–288
https://doi.org/10.1016/j.mechatronics.2008.02.007
|
15 |
M J Yang, J B Niu, C X Li, et al. High-bandwidth control of nanopositioning stages via an inner-loop delayed position feedback. IEEE Transactions on Automation Science and Engineering, 2015, 12(4): 1357–1368
https://doi.org/10.1109/TASE.2015.2451368
|
16 |
W He, H Gao, C Zhou, et al. Reinforcement learning control of a flexible two-link manipulator: An experimental investigation. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2020 (in press)
https://doi.org/10.1109/TSMC.2020.2975232
|
17 |
W He, C Xue, X Yu, et al. Admittance-based controller design for physical human-robot interaction in the constrained task space. IEEE Transactions on Automation Science and Engineering, 2020, 17(4): 1937–1949
https://doi.org/10.1109/TASE.2020.2983225
|
18 |
L Kong, W He, C Yang, et al. Adaptive fuzzy control for coordinated multiple robots with constraint using impedance learning. IEEE Transactions on Cybernetics, 2019, 49(8): 3052–3063
https://doi.org/10.1109/TCYB.2018.2838573
|
19 |
M S Rana, H R Pota, I R Petersen. A survey of methods used to control piezoelectric tube scanners in high-speed AFM imaging. Asian Journal of Control, 2018, 20(4): 1379–1399
https://doi.org/10.1002/asjc.1728
|
20 |
Y Li, Q Xu. A novel piezoactuated XY stage with parallel, decoupled, and stacked flexure structure for micro-/nanopositioning. IEEE Transactions on Industrial Electronics, 2011, 58(8): 3601–3615
https://doi.org/10.1109/TIE.2010.2084972
|
21 |
Y K Yong, S O R Moheimani, B J Kenton, et al. Invited review article: High-speed flexure-guided nanopositioning: Mechanical design and control issues. Review of Scientific Instruments, 2012, 83(12): 121101
https://doi.org/10.1063/1.4765048
|
22 |
N Vorbringer-Dorozhovets, T Hausotte, E Manske, et al. Novel control scheme for a high-speed metrological scanning probe microscope. Measurement Science and Technology, 2011, 22(9): 094012
https://doi.org/10.1088/0957-0233/22/9/094012
|
23 |
G Chen, P Liu, H Ding. Structural parameter design method for a fast-steering mirror based on a closed-loop bandwidth. Frontiers of Mechanical Engineering, 2020, 15(1): 55–65
https://doi.org/10.1007/s11465-019-0545-y
|
24 |
J L Fanson, T K Caughey. Positive position feedback control for large space structures. AIAA Journal, 1990, 28(4): 717–724
https://doi.org/10.2514/3.10451
|
25 |
B Bhikkaji, M Ratnam, S O R Moheimani. PVPF control of piezoelectric tube scanners. Sensors and Actuators A: Physical, 2007, 135(2): 700–712
https://doi.org/10.1016/j.sna.2006.07.032
|
26 |
L Li, C X Li, G Gu, et al. Positive acceleration, velocity and position feedback based damping control approach for piezo-actuated nanopositioning stages. Mechatronics, 2017, 47: 97–104
https://doi.org/10.1016/j.mechatronics.2017.09.003
|
27 |
M Namavar, A J Fleming, M Aleyaasin, et al. An analytical approach to integral resonant control of second-order systems. IEEE/ASME Transactions on Mechatronics, 2014, 19(2): 651–659
https://doi.org/10.1109/TMECH.2013.2253115
|
28 |
B Bhikkaji, S O Moheimani. Integral resonant control of a piezoelectric tube actuator for fast nanoscale positioning. IEEE/ASME Transactions on Mechatronics, 2008, 13(5): 530–537
https://doi.org/10.1109/TMECH.2008.2001186
|
29 |
S S Aphale, A J Fleming, S O R Moheimani. Integral resonant control of collocated smart structures. Smart Materials and Structures, 2007, 16(2): 439–446
https://doi.org/10.1088/0964-1726/16/2/023
|
30 |
A J Fleming. Nanopositioning system with force feedback for high-performance tracking and vibration control. IEEE/ASME Transactions on Mechatronics, 2010, 15(3): 433–447
https://doi.org/10.1109/TMECH.2009.2028422
|
31 |
H Habibullah, H R Pota, I R Petersen, et al. Tracking of triangular reference signals using LQG controllers for lateral positioning of an AFM scanner stage. IEEE/ASME Transactions on Mechatronics, 2014, 19(4): 1105–1114
https://doi.org/10.1109/TMECH.2013.2270560
|
32 |
D Russell, A J Fleming, S S Aphale. Simultaneous optimization of damping and tracking controller parameters via selective pole placement for enhanced positioning bandwidth of nanopositioners. Journal of Dynamic Systems, Measurement, and Control, 2015, 137(10): 101004
https://doi.org/10.1115/1.4030723
|
33 |
D Russell, A San-Millan, V Feliu, et al. Butterworth pattern-based simultaneous damping and tracking controller designs for nanopositioning systems. Frontiers in Mechanical Engineering, 2016, 2: 1–10
https://doi.org/10.3389/fmech.2016.00002
|
34 |
S S Aphale, M Namavar, A J Fleming. Resonance-shifting integral resonant control for high-speed nanopositioning. In: Proceedings of Annual American Control Conference. Milwaukee: IEEE, 2018, 6006–6011
https://doi.org/10.23919/ACC.2018.8430900
|
35 |
A San-Millan, D Russell, V Feliu, et al. A modified positive velocity and position feedback scheme with delay compensation for improved nanopositioning performance. Smart Materials and Structures, 2015, 24(7): 075021
https://doi.org/10.1088/0964-1726/24/7/075021
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