DocumentCode :
2237317
Title :
Optimal Sensor Placement Using Improved Sensitivity Analysis Method
Author :
Lu Zhi-Qiang ; Wu Zi-yan ; Yang Hai-feng ; He Yin
Author_Institution :
Sch. of Mech., Civil Eng. & Archit., Northwestern Polytech. Univ., Xi´an, China
fYear :
2009
fDate :
26-28 Dec. 2009
Firstpage :
619
Lastpage :
622
Abstract :
A new method of optimal sensor placement which is called sensitivity analysis method (SAM) is presented in this paper. It uses structural curvature mode shape changes due to stiffness changes (damages are simulated as stiffness reduction) to analyze the sensitivity. Then, another two traditional methods of optimal sensor placement - the effective independence method (EIM) based on maximizing the data information and the kinetic energy method (KEM) based on maximizing the kinetic energy are discussed briefly, and we compare our new method (SAM) with the two traditional methods under two modal criteria, mean square error (MSE) and modal assurance critical (MAC). The numerical simulation results show that the SAM is the best one of the three.
Keywords :
mean square error methods; perturbation techniques; sensitivity analysis; sensor placement; effective independence method; improved sensitivity analysis method; kinetic energy method; mean square error; modal assurance critical; optimal sensor placement; structural curvature mode shape; Analytical models; Damping; Information science; Kinetic energy; Mean square error methods; Numerical simulation; Optimization methods; Sensitivity analysis; Sensor phenomena and characterization; Shape;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Information Science and Engineering (ICISE), 2009 1st International Conference on
Conference_Location :
Nanjing
Print_ISBN :
978-1-4244-4909-5
Type :
conf
DOI :
10.1109/ICISE.2009.807
Filename :
5455714
Link To Document :
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