JOURNAL ARTICLE

Structural Damage Identification Using Improved Particle Swarm Optimization

Hui GuoJun Sheng YuanZheng Liang Li

Year: 2012 Journal:   Advanced materials research Vol: 446-449 Pages: 3171-3175   Publisher: Trans Tech Publications

Abstract

In order to solve structural damage identification problem, a damage identification method based on improved Particle Swarm Optimization (IPSO) is presented. First, structural frequency and modal strain energy are utilized to obtain damage information. Then, evidence fusion theory is utilized to integrate the information and preliminarily identify structural damage locations. After the damaged locations are determined, Particle Swarm Optimization (PSO) is used to identify structural damage extent. Some improved strategies are presented to enhance the search efficiency. The simulation results demonstrate that the proposed method can estimate the damage locations and extent with good accuracy.

Keywords:
Particle swarm optimization Identification (biology) Multi-swarm optimization Modal Computer science Fusion Parameter identification problem Mathematical optimization Algorithm Mathematics Materials science

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Topics

Advanced Sensor and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Advanced Measurement and Detection Methods
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Structural Health Monitoring Techniques
Physical Sciences →  Engineering →  Civil and Structural Engineering

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