A TWO STAGE METHOD FOR STRUCTURAL DAMAGE IDENTIFICATION USING AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM AND PARTICLE SWARM OPTIMIZATION

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FALAHIAN S.; SEYEDPOUR S.M.

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Journal Paper

Paper Information

Journal: ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING) Year:2010 | Volume:11 | Issue:6 Page(s): 795-808

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Title

A TWO STAGE METHOD FOR STRUCTURAL DAMAGE IDENTIFICATION USING AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM AND PARTICLE SWARM OPTIMIZATION

Author(s)

FALAHIAN S. | SEYEDPOUR S.M. | Issue Writer Certificate

Keywords

STRUCTURAL DAMAGE DETECTION

ADAPTIVE NEURO

FUZZY INFERENCE SYSTEM

THE MOST POTENTIALLY DAMAGED ELEMENTS

PARTICLE SWARM OPTIMIZATION

FINITE ELEMENT METHOD

Abstract

An efficient methodology is proposed to detect the multiple damages in structural systems. The methodology consists of two main stages. In the first stage, an exhaustive search is performed using the ADAPTIVE NEURO-fuzzy inference system (ANFIS) to quickly identify THE MOST POTENTIALLY DAMAGED ELEMENTS (MPDE). In the second stage, a PARTICLE SWARM OPTIMIZATION (PSO) is presented to accurately determine the actual damage extents using the first stage results. In order to assess the performance of the proposed methodology for STRUCTURAL DAMAGE DETECTION, two illustrative test examples are considered. The numerical results demonstrate the computational efficiency of the proposed methodology when comparing with those of the methods found in the literature.

Cites

DAMAGE ASSESSMENT VIA MODAL DATA WITH A MIXED PARTICLE SWARM STRATEGY, RAY OPTIMIZER, AND HARMONY SEARCH

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APA: Copy

FALAHIAN, S., & SEYEDPOUR, S.M.. (2010). A TWO STAGE METHOD FOR STRUCTURAL DAMAGE IDENTIFICATION USING AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM AND PARTICLE SWARM OPTIMIZATION. ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING), 11(6), 795-808. SID. https://sid.ir/paper/298850/en

Vancouver: Copy

FALAHIAN S., SEYEDPOUR S.M.. A TWO STAGE METHOD FOR STRUCTURAL DAMAGE IDENTIFICATION USING AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM AND PARTICLE SWARM OPTIMIZATION. ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING)[Internet]. 2010;11(6):795-808. Available from: https://sid.ir/paper/298850/en

IEEE: Copy

S. FALAHIAN, and S.M. SEYEDPOUR, “A TWO STAGE METHOD FOR STRUCTURAL DAMAGE IDENTIFICATION USING AN ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM AND PARTICLE SWARM OPTIMIZATION,” ASIAN JOURNAL OF CIVIL ENGINEERING (BUILDING AND HOUSING), vol. 11, no. 6, pp. 795–808, 2010, [Online]. Available: https://sid.ir/paper/298850/en

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