Looseness localization for bolted joints using Bayesian operational modal analysis and modal strain energy

Bayesian operational modal analysis and modal strain energy are employed for determining the damage and looseness of bolted joints in beam structures under ambient excitation. With this ambient modal identification technique, mode shapes of a damaged beam structure with loosened bolted connections a...

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Main Authors: Yu-Jia Hu, Wei-Gong Guo, Cheng Jiang, Yun-Lai Zhou, Weidong Zhu
Format: Article
Language:English
Published: SAGE Publishing 2018-11-01
Series:Advances in Mechanical Engineering
Online Access:https://doi.org/10.1177/1687814018808698
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spelling doaj-cc33f2a816674dbfb0a4aaf78d326a842020-11-25T03:08:25ZengSAGE PublishingAdvances in Mechanical Engineering1687-81402018-11-011010.1177/1687814018808698Looseness localization for bolted joints using Bayesian operational modal analysis and modal strain energyYu-Jia Hu0Wei-Gong Guo1Cheng Jiang2Yun-Lai Zhou3Weidong Zhu4School of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, ChinaSchool of Mechanical Engineering, University of Shanghai for Science and Technology, Shanghai, ChinaDepartment of Civil and Environmental Engineering, The Hong Kong Polytechnic University, Kowloon, Hong KongDepartment of Civil & Environmental Engineering, National University of Singapore, SingaporeDepartment of Mechanical Engineering, University of Maryland, Baltimore, MD, USABayesian operational modal analysis and modal strain energy are employed for determining the damage and looseness of bolted joints in beam structures under ambient excitation. With this ambient modal identification technique, mode shapes of a damaged beam structure with loosened bolted connections are obtained based on Bayesian theory. Then, the corresponding modal strain energy can be calculated based on the mode shapes. The modal strain energy of the structure with loosened bolted connections is compared with the theoretical one without bolted joints to define a damage index. This approach uses vibration-based nondestructive testing of locations and looseness of bolted joints in beam structures with different boundary conditions by first obtaining modal parameters from ambient vibration data. The damage index is then used to identify locations and looseness of bolted joints in beam structures with single or multiple bolted joints. Furthermore, the comparison between damage indexes due to different looseness levels of bolted connections demonstrates a qualitatively proportional relationship.https://doi.org/10.1177/1687814018808698
collection DOAJ
language English
format Article
sources DOAJ
author Yu-Jia Hu
Wei-Gong Guo
Cheng Jiang
Yun-Lai Zhou
Weidong Zhu
spellingShingle Yu-Jia Hu
Wei-Gong Guo
Cheng Jiang
Yun-Lai Zhou
Weidong Zhu
Looseness localization for bolted joints using Bayesian operational modal analysis and modal strain energy
Advances in Mechanical Engineering
author_facet Yu-Jia Hu
Wei-Gong Guo
Cheng Jiang
Yun-Lai Zhou
Weidong Zhu
author_sort Yu-Jia Hu
title Looseness localization for bolted joints using Bayesian operational modal analysis and modal strain energy
title_short Looseness localization for bolted joints using Bayesian operational modal analysis and modal strain energy
title_full Looseness localization for bolted joints using Bayesian operational modal analysis and modal strain energy
title_fullStr Looseness localization for bolted joints using Bayesian operational modal analysis and modal strain energy
title_full_unstemmed Looseness localization for bolted joints using Bayesian operational modal analysis and modal strain energy
title_sort looseness localization for bolted joints using bayesian operational modal analysis and modal strain energy
publisher SAGE Publishing
series Advances in Mechanical Engineering
issn 1687-8140
publishDate 2018-11-01
description Bayesian operational modal analysis and modal strain energy are employed for determining the damage and looseness of bolted joints in beam structures under ambient excitation. With this ambient modal identification technique, mode shapes of a damaged beam structure with loosened bolted connections are obtained based on Bayesian theory. Then, the corresponding modal strain energy can be calculated based on the mode shapes. The modal strain energy of the structure with loosened bolted connections is compared with the theoretical one without bolted joints to define a damage index. This approach uses vibration-based nondestructive testing of locations and looseness of bolted joints in beam structures with different boundary conditions by first obtaining modal parameters from ambient vibration data. The damage index is then used to identify locations and looseness of bolted joints in beam structures with single or multiple bolted joints. Furthermore, the comparison between damage indexes due to different looseness levels of bolted connections demonstrates a qualitatively proportional relationship.
url https://doi.org/10.1177/1687814018808698
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AT chengjiang loosenesslocalizationforboltedjointsusingbayesianoperationalmodalanalysisandmodalstrainenergy
AT yunlaizhou loosenesslocalizationforboltedjointsusingbayesianoperationalmodalanalysisandmodalstrainenergy
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