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
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