Paper Title:
Optimal Sensor Placement Based on Particle Swarm Optimization
  Abstract

In order to dispose sensors to reasonable freedom degrees, and reflect adequately the dynamic characteristics of tested structure, the sensor locations of dynamic testing must be optimized. In this paper, taking MAC matrix, Fisher information matrix (FIM), and their combinations as optimization criteria respectively, the particle swarm optimization (PSO) was applied to the optimal sensor location problem (OSLP). The effect of optimization criteria and optimal method to optimal sensor locations were discussed. According to the optimized results, we can arrived at the following conclusions: using MAC and FIM as optimal criteria, introducing the PSO into the OSLP, the optimal sensor locations can ensure the better linear independence of the mode shape vectors and the better estimation of the experimental modal parameters.

  Info
Periodical
Advanced Materials Research (Volumes 271-273)
Edited by
Junqiao Xiong
Pages
1108-1113
DOI
10.4028/www.scientific.net/AMR.271-273.1108
Citation
B. Y. Qin, X. K. Lin, "Optimal Sensor Placement Based on Particle Swarm Optimization", Advanced Materials Research, Vols. 271-273, pp. 1108-1113, 2011
Online since
July 2011
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Price
$32.00
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