A BPNN-PID based long-stroke nanopositioning control scheme driven by ultrasonic motor

被引:32
作者
Cheng, Fang [2 ,3 ]
Fan, Kuang-Chao [1 ,3 ]
Miao, Jinwei [3 ]
Li, Bai-Kun [1 ]
Wang, Hung-Yu [1 ]
机构
[1] Natl Taiwan Univ, Dept Mech Engn, Taipei 10764, Taiwan
[2] Nanyang Technol Univ, Sch Mech & Aerosp Engn, Singapore, Singapore
[3] Hefei Univ Technol, Sch Instrument Sci & Optoelect Engn, Hefei 230009, Anhui, Peoples R China
来源
PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY | 2012年 / 36卷 / 03期
基金
中国国家自然科学基金;
关键词
Nanopositioning; Ultrasonic motor; LDGI; Robust control; Repeatability; BALL-SCREW; STAGE;
D O I
10.1016/j.precisioneng.2012.03.001
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper an innovative nanopositioning control scheme for different travel lengths is proposed. A commercial ultrasonic motor HR4 and its driver AB2 are employed to generate 3-mode motions (AC, Gate, and DC modes) to accommodate different travels, speeds and resolutions. For precise displacement feedback, a new displacement sensor LDGI (linear diffraction grating interferometer) is developed to meet the requirements of both long range and nano resolution. A key technology in this study is the proposed positioning control algorithm for the linear stage driven by HR4 and AB2. A 3-mode digital PID controller with a self-tuning module by back propagation neural network (BPNN) is developed for multi-scale and all-in-one motion control of 3 modes. Both experiments and software simulation show that this software-based controller developed by LabVIEW has good capability to overcome the uneven friction of the sliding plane and to lock the final position stably. The highlight of this 3-step motion control system is first to drive the table by AC mode at a low and stable speed in millimeter per second scale, then to move close to the target point by Gate mode with the positioning error less than 100 nm in micrometer per second scaled speed, and finally to adjust and hold at the target point by DC mode in nanometer per second scaled speed. In the experiments of different travels up to 15 mm, calibrated by a commercial laser interferometer, the positioning accuracy is proved within 10 nm with standard deviation less than 5 nm and the final position locking can be limited to 3 nm. (c) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:485 / 493
页数:9
相关论文
共 31 条
[1]  
[Anonymous], 2006, NANOTECHNOLOGY PRECI
[2]   ABBE PRINCIPLE REVISITED - UPDATED INTERPRETATION [J].
BRYAN, JB .
PRECISION ENGINEERING-JOURNAL OF THE AMERICAN SOCIETY FOR PRECISION ENGINEERING, 1979, 1 (03) :129-132
[3]  
Can BC, 2005, J APPL SCI, V5, P1772
[4]   A novel long-travel piezoelectric-driven linear nanopositioning stage [J].
Chu, CL ;
Fan, SH .
PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2006, 30 (01) :85-95
[5]   Development of nonresonant ultrasonic motor with sub-nanometer resolution [J].
Egashira, Y ;
Kosaka, K ;
Endo, T ;
Hashiguchi, H ;
Nagamoto, K ;
Watanabe, M ;
Yamakawa, T ;
Nakada, A ;
Kubota, H ;
Ohmi, T .
2002 IEEE ULTRASONICS SYMPOSIUM PROCEEDINGS, VOLS 1 AND 2, 2002, :637-640
[6]   Sub-nanometer resolution ultrasonic motor for 300 mm wafer lithography precision stage [J].
Egashira, Y ;
Kosaka, K ;
Iwabuchi, T ;
Kosaka, T ;
Baba, T ;
Endo, T ;
Hashiguchi, H ;
Harada, T ;
Nagamoto, K ;
Watanabe, M ;
Yamakawa, T ;
Miyata, N ;
Moriyama, S ;
Morizono, Y ;
Nakada, A ;
Kubota, H ;
Ohmi, T .
JAPANESE JOURNAL OF APPLIED PHYSICS PART 1-REGULAR PAPERS SHORT NOTES & REVIEW PAPERS, 2002, 41 (09) :5858-5863
[7]   Sub-nanometer resolution ultrasonic motor for 300mm wafer lithography precision stage [J].
Egashira, Y ;
Kosaka, K ;
Takada, S ;
Iwabuchi, T ;
Kosaka, T ;
Baba, T ;
Harada, T ;
Nagamoto, K ;
Nakada, A ;
Kubota, H .
MICROPROCESSES AND NANOTECHNOLOGY 2001, DIGEST OF PAPERS, 2001, :252-253
[8]   Design and control of a dual-stage feed drive [J].
Elfizy, AT ;
Bone, GM ;
Elbestawi, MA .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2005, 45 (02) :153-165
[9]   Development of a low-cost micro-CMM for 3D micro/nano measurements [J].
Fan, KC ;
Fei, YT ;
Yu, XF ;
Chen, YJ ;
Wang, WL ;
Chen, F ;
Liu, YS .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2006, 17 (03) :524-532
[10]  
Fan KC, 2008, INT J PRECIS ENG MAN, V9, P40