Application of the Subspace-Based Methods in Health Monitoring of Civil Structures: A Systematic Review and Meta-Analysis

被引:24
作者
Shokravi, Hoofar [1 ]
Shokravi, Hooman [2 ]
Bakhary, Norhisham [1 ,3 ]
Heidarrezaei, Mahshid [4 ]
Rahimian Koloor, Seyed Saeid [5 ]
Petru, Michal [5 ]
机构
[1] Univ Teknol Malaysia, Sch Civil Engn, Fac Engn, Skudai 81310, Johor, Malaysia
[2] Islamic Azad Univ, Dept Civil Engn, Tabriz 5157944533, Iran
[3] Univ Teknol Malaysia, Inst Noise & Vibrat, City Campus,Jalan Semarak, Kuala Lumpur 54100, Malaysia
[4] Univ Teknol Malaysia, Fac Engn, Sch Chem & Energy Engn, Skudai 81310, Johor, Malaysia
[5] Tech Univ Liberec TUL, Inst Nanomat Adv Technol & Innovat CXI, Studentska 2, Liberec 46117, Czech Republic
来源
APPLIED SCIENCES-BASEL | 2020年 / 10卷 / 10期
关键词
subspace system identification; data-driven stochastic subspace identification (SSI-DATA); covariance-driven stochastic subspace identification (SSI-COV); combined subspace system identification; PRISMA; damage detection; vibration-based damage detection; OPERATIONAL MODAL-ANALYSIS; OUTPUT-ONLY IDENTIFICATION; DAMAGE DETECTION; PARAMETER-IDENTIFICATION; UNCERTAINTY QUANTIFICATION; SEISMIC RESPONSE; MODEL; TEMPERATURE; BRIDGE; VARIABILITY;
D O I
10.3390/app10103607
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
A large number of research studies in structural health monitoring (SHM) have presented, extended, and used subspace system identification. However, there is a lack of research on systematic literature reviews and surveys of studies in this field. Therefore, the current study is undertaken to systematically review the literature published on the development and application of subspace system identification methods. In this regard, major databases in SHM, including Scopus, Google Scholar, and Web of Science, have been selected and preferred reporting items for systematic reviews and meta-analyses (PRISMA) has been applied to ensure complete and transparent reporting of systematic reviews. Along this line, the presented review addresses the available studies that employed subspace-based techniques in the vibration-based damage detection (VDD) of civil structures. The selected papers in this review were categorized into authors, publication year, name of journal, applied techniques, research objectives, research gap, proposed solutions and models, and findings. This study can assist practitioners and academicians for better condition assessment of structures and to gain insight into the literature.
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页数:34
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