3D sensor placement strategy using the full-range pheromone ant colony system. (24th May 2016)

• Record Type: Journal Article
• Authors: Shuo, Feng; Jingqing, Jia
• Is Part Of: Smart materials and structures. Volume 25:Number 7(2016:Jul.)
• Publication Date: 2016-05-24
• Subjects: structural health monitoring -- full-range pheromone ant colony system -- ant colony system -- optimal sensor placement; Smart materials -- Periodicals; Strucural design -- Periodicals; 620.11
• DOI: 10.1088/0964-1726/25/7/075003
• Languages: English
• ISSNs: 0964-1726

Abstract

Abstract: An optimized sensor placement strategy will be extremely beneficial to ensure the safety and cost reduction considerations of structural health monitoring (SHM) systems. The sensors must be placed such that important dynamic information is obtained and the number of sensors is minimized. The practice is to select individual sensor directions by several 1D sensor methods and the triaxial sensors are placed in these directions for monitoring. However, this may lead to non-optimal placement of many triaxial sensors. In this paper, a new method, called FRPACS, is proposed based on the ant colony system (ACS) to solve the optimal placement of triaxial sensors. The triaxial sensors are placed as single units in an optimal fashion. And then the new method is compared with other algorithms using Dalian North Bridge. The computational precision and iteration efficiency of the FRPACS has been greatly improved compared with the original ACS and EFI method.