A computational scheme for the optimal sensor/actuator placement of flexible structures using spatial H2 measures

被引:72
作者
Liu, W [1 ]
Hou, ZK [1 ]
Demetriou, MA [1 ]
机构
[1] Worcester Polytech Inst, Dept Mech Engn, Worcester, MA 01602 USA
关键词
flexible structures; genetic algorithms; spatial H-2 measures; optimal actuator/sensor placement;
D O I
10.1016/j.ymssp.2005.08.030
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
This paper develops a spatial H-2 norm-based computational scheme for finding the optimal locations of sensors and actuators in controlled flexible structures. As the optimization index, the spatial H-2, norm of the closed-loop transfer matrix from the disturbance to the distributed controlled output is used. The design of the optimal spatial, H-2 controller is based on the reduced model of the flexible structure, which contains the dominant modes that have the largest contribution to the system's spatial H-2 norm. The proposed genetic algorithm (GA) is subsequently used to solve the resulting nonlinear optimization problem. The effectiveness of the proposed scheme is demonstrated by a numerical example on the vibration control of a plate structure. Simulation results also show that the spatial H-2 norm is a better performance index to be used in the structural vibration control when the vibration reduction is required over a continuous area on the structure. (c) 2005 Published by Elsevier Ltd.
引用
收藏
页码:881 / 895
页数:15
相关论文
共 25 条
[1]  
[Anonymous], 1989, GENETIC ALGORITHM SE
[2]  
[Anonymous], 1992, GENETIC ALGORITHMS
[3]  
Arabyan A, 1998, IEEE DECIS CONTR P, P821, DOI 10.1109/CDC.1998.760791
[4]   MODAL CONTROL OF CERTAIN FLEXIBLE DYNAMIC-SYSTEMS [J].
BALAS, MJ .
SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 1978, 16 (03) :450-462
[5]   FEEDBACK-CONTROL OF FLEXIBLE SYSTEMS [J].
BALAS, MJ .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1978, 23 (04) :673-679
[6]  
CHEMISHKIAN S, 1999, P 1999 AM CONTR C 2, P1812
[7]   Integrated actuator-sensor placement and hybrid controller design of flexible structures under worst case spatiotemporal disturbance variations [J].
Demetriou, MA .
JOURNAL OF INTELLIGENT MATERIAL SYSTEMS AND STRUCTURES, 2004, 15 (12) :901-921
[8]   Optimal actuator/sensor location for active noise regulator and tracking control problems [J].
Fahroo, F ;
Demetriou, MA .
JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2000, 114 (01) :137-158
[9]   Actuator and sensor placement for structural testing and control [J].
Gawronski, W .
JOURNAL OF SOUND AND VIBRATION, 1997, 208 (01) :101-109
[10]   Spatial H2 control of a piezoelectric laminate beam:: Experimental implementation [J].
Halim, D ;
Moheimani, SOR .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2002, 10 (04) :533-546