Cited by 32Structural Health Monitoring TechniquesControl Systems and IdentificationBladed Disk Vibration Dynamics

Laplace approximation in sparse Bayesian learning for structural damage detection

Open access
Wang, Xiaoyou, Hou, Rongrong, Xia, Yong, Zhou, Xiaoqing·2020·Mechanical Systems and Signal Processing

Integrity signals

Registry

Crossref · 10.1016/j.ymssp.2020.106701

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38 of 38 references verified0 citation errors · 0 not checkable

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Authors
Wang, X., Hou, R., Xia, Y., & Zhou, X.
Affiliations
  • Hong Kong Polytechnic University (HK)
  • Shenzhen University (CN)
Corresponding author
Zhou, Xiaoqing
Venue
Mechanical Systems and Signal Processing
Publisher
Elsevier BV
Published
2020-06
Volume
140
Pages
106701
ISSN
0888-3270 (ISSN-L)
OpenAlex
W3006254892
Cited by
32
References
39
Citations by year
2026: 4 · 2025: 8 · 2024: 5 · 2023: 4 · 2022: 5 · 2021: 4 · 2020: 2
FWCI
2.19
Type
journal article
Language
en
Open access
Locations
  • Mechanical Systems and Signal Processing (publishedVersion)
  • PolyU Institutional Research Archive (Hong Kong Polytechnic University) (submittedVersion, cc-by-nc-nd)
Funders
  • National Natural Science Foundation of China (51678364)
  • Hong Kong Polytechnic University (1-ZVP2)
Topics
  • Physical Sciences › Engineering › Civil and Structural Engineering › Structural Health Monitoring Techniques
  • Physical Sciences › Engineering › Control and Systems Engineering › Control Systems and Identification
  • Physical Sciences › Engineering › Civil and Structural Engineering › Bladed Disk Vibration Dynamics
Keywords
structural damage detection, sparse Bayesian learning, Laplace approximation, damage index, hyperparameter estimation, modal data, nonlinear inverse problems, frame structures, uncertainty quantification

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