Acoustic emission source location in orthotropic steel decks based on topology-aided multi-objective optimization and A0 arrival time correction

IF 7.9 1区 工程技术 Q1 ENGINEERING, MECHANICAL
Jia-Hao Nie , Dan Li , Hao Wang , Tao Yu , Kevin Sze Chiang Kuang
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引用次数: 0

Abstract

Acoustic emission (AE)-based damage location in orthotropic steel decks (OSDs), typical thin-walled spatial structures, remains challenging due to the multi-solution problem induced by complex wave propagation paths. This study proposes a robust AE location method based on topology-aided multi-objective optimization and A0 arrival time correction. Here, the multi-objective optimization model is presented by fusing the location error function and modal analysis. A topology relationship is further established between objective function and vertex numbers to aid the search process, and an initial arriving component informed A0 arrival time correction strategy is brought forward for a more accurate location. Non-dominated sorting genetic algorithm II (NSGA-II) is utilized to obtain the Pareto optimal set of the optimization model and its center is determined as the estimated damage location. Experimenting on a full-scale OSD specimen proved the capability of the proposed method in accurately locating damage sources originating from both the deck plate and U-rib. It demonstrated superior performance compared to the traditional optimization-based method and counterpart method without arrival time correction.
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来源期刊
Mechanical Systems and Signal Processing
Mechanical Systems and Signal Processing 工程技术-工程:机械
CiteScore
14.80
自引率
13.10%
发文量
1183
审稿时长
5.4 months
期刊介绍: Journal Name: Mechanical Systems and Signal Processing (MSSP) Interdisciplinary Focus: Mechanical, Aerospace, and Civil Engineering Purpose:Reporting scientific advancements of the highest quality Arising from new techniques in sensing, instrumentation, signal processing, modelling, and control of dynamic systems
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