Experimental Comparison Research on Active Vibration Control for Flexible Piezoelectric Manipulator Using Fuzzy Controller

被引:57
作者
Wei, Jing-jun [1 ]
Qiu, Zhi-cheng [1 ]
Han, Jian-da [2 ]
Wang, Yue-chao [2 ]
机构
[1] S China Univ Technol, Sch Mech & Automot Engn, Guangzhou 510641, Peoples R China
[2] Chinese Acad Sci, Shenyang Inst Automat, State Key Lab Robot, Shenyang 110016, Peoples R China
基金
中国国家自然科学基金;
关键词
Flexible manipulator; Active vibration control; Fuzzy logic; Smart structure; Experiments; NONHOLONOMIC MOBILE MANIPULATORS; ACTUATOR PLACEMENT; CANTILEVER PLATE; SMART STRUCTURES; SUPPRESSION; FEEDBACK; BEAM; IDENTIFICATION; OPTIMIZATION; ABSORBER;
D O I
10.1007/s10846-009-9390-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Space manipulators are flexible structures. Vibration problem will be unavoidable due to motion or external disturbance excitation. Model based control methods will not maintain the required accuracy because of the existence of nonlinear factors and parameter uncertainties. To solve these problems, fuzzy logic control laws with different membership function groups are adopted to suppress vibrations of a flexible smart manipulator using collocated piezoelectric sensor/actuator pair. Also, dual-mode controllers combining fuzzy logic and proportional integral control are designed, for suppressing the lower amplitude vibration near the equilibrium point significantly. Experimental comparison research is conducted, using fuzzy control algorithms and the dual-mode controllers with different membership functions. The experimental results show that the adopted fuzzy control algorithms can substantially suppress the larger amplitude vibration; and the dual-mode controllers can also damp out the lower amplitude vibration significantly. The experimental results demonstrate that the proposed fuzzy controllers and dual-mode controllers can suppress vibration effectively, and the optimal placement is feasible.
引用
收藏
页码:31 / 56
页数:26
相关论文
共 30 条
[1]   DISTRIBUTED PIEZOELECTRIC POLYMER ACTIVE VIBRATION CONTROL OF A CANTILEVER BEAM [J].
BAILEY, T ;
HUBBARD, JE .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1985, 8 (05) :605-611
[2]   Robust mixed-norm position and vibration control of flexible link mechanisms [J].
Caracciolo, R ;
Richiedei, D ;
Trevisani, A ;
Zanotto, V .
MECHATRONICS, 2005, 15 (07) :767-791
[3]   Chattering alleviation in vibration control of smart beam structures using piezofilm actuators: Experimental verification [J].
Choi, S. B. ;
Sohn, J. W. .
JOURNAL OF SOUND AND VIBRATION, 2006, 294 (03) :640-649
[4]   PIEZOELECTRIC ACTUATOR DESIGN FOR VIBRATION SUPPRESSION - PLACEMENT AND SIZING [J].
DEVASIA, S ;
MERESSI, T ;
PADEN, B ;
BAYO, E .
JOURNAL OF GUIDANCE CONTROL AND DYNAMICS, 1993, 16 (05) :859-864
[5]   Multi-objective optimization of piezo actuator placement and sizing using genetic algorithm [J].
Dhuri, K. D. ;
Seshu, P. .
JOURNAL OF SOUND AND VIBRATION, 2009, 323 (3-5) :495-514
[6]   Vibration control of piezoelectric smart structures based on system identification technique: Numerical simulation and experimental study [J].
Dong, Xing-Jian ;
Meng, Guang ;
Peng, Juan-Chun .
JOURNAL OF SOUND AND VIBRATION, 2006, 297 (3-5) :680-693
[7]   POSITIVE POSITION FEEDBACK-CONTROL FOR LARGE SPACE STRUCTURES [J].
FANSON, JL ;
CAUGHEY, TK .
AIAA JOURNAL, 1990, 28 (04) :717-724
[8]  
Fuller C., 1996, Active Control of Vibration
[9]   Balanced actuator and sensor placement for flexible structures [J].
Gawronski, W ;
Lim, KB .
INTERNATIONAL JOURNAL OF CONTROL, 1996, 65 (01) :131-145
[10]  
Gawronski W.K., 1998, DYNAMICS CONTROL STR