Bayesian two-stage structural identification with equivalent formulation and EM algorithm

Bayesian two-stage structural identification with equivalent formulation and EM algorithm

For structural model identification using a Bayesian two-stage approach, modal properties (e.g., natural frequencies) are first extracted from measured data in Stage I and then used for determining structural properties (e.g., stiffness) in Stage II. With sufficient data that allow the problem to be...

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Bibliographic Details
Main Authors: Zhu, Jia-Xin, Au, Siu-Kui
Other Authors: School of Civil and Environmental Engineering
Format: Journal Article
Language:English
Published: 2024
Subjects:
Engineering::Civil engineering
Bayesian Method
Expectation–Maximization Technique
Model Error
System Identification
Two-Stage Approach
Online Access:https://hdl.handle.net/10356/173017

Internet

https://hdl.handle.net/10356/173017

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