4.7 Article

Development of a two-phase adaptive MCMC method for efficient Bayesian model updating of complex dynamic systems

Related references

Note: Only part of the references are listed.
Article Engineering, Mechanical

Value of information from vibration-based structural health monitoring extracted via Bayesian model updating

Antonios Kamariotis et al.

Summary: The paper introduces a method of quantifying the value of information extracted from a structural health monitoring system based on the Bayesian decision analysis framework. By modeling in detail the entire process from data generation to processing, model updating, and reliability calculation, the framework is shown to provide quantitative measures on the optimality of an SHM system in a specific decision context.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2022)

Article Construction & Building Technology

Efficient Bayesian FFT method for damage detection using ambient vibration data with consideration of uncertainty

Feng-Liang Zhang et al.

Summary: This paper presents a novel Bayesian fast Fourier transform (FFT) method for damage detection, utilizing ambient vibration data. The method efficiently calculates a damage indicator in the frequency domain and has been validated using synthetic and real bridge structures.

STRUCTURAL CONTROL & HEALTH MONITORING (2021)

Article Acoustics

Model updating for a large multi-span quasi-periodic viaduct based on free wave characteristics

Jie Zhang et al.

Summary: Quasi-periodic structures with high modal density pose challenges in operational modal analysis and finite element model updating. An alternative method based on free wave characteristics has been proposed and successfully applied in calibrating a finite element model of the K032 viaduct in Bruges, Belgium.

JOURNAL OF SOUND AND VIBRATION (2021)

Article Engineering, Civil

Operational Modal Analysis and Bayesian Model Updating of a Coupled Building

Jun Hu et al.

INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS (2019)

Article Engineering, Civil

Bayes-Mode-ID: A Bayesian modal-component-sampling method for operational modal analysis

Jia-Hua Yang et al.

ENGINEERING STRUCTURES (2019)

Article Engineering, Multidisciplinary

Railway ballast damage detection by Markov chain Monte Carlo-based Bayesian method

Heung F. Lam et al.

STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL (2018)

Article Computer Science, Interdisciplinary Applications

Data-driven uncertainty quantification of structural systems via B-spline expansion

V. K. Dertimanis et al.

COMPUTERS & STRUCTURES (2018)

Article Construction & Building Technology

An efficient adaptive sequential Monte Carlo method for Bayesian model updating and damage detection

Jia-Hua Yang et al.

STRUCTURAL CONTROL & HEALTH MONITORING (2018)

Article Construction & Building Technology

Bayesian structural model updating using ambient vibration data collected by multiple setups

Feng-Liang Zhang et al.

STRUCTURAL CONTROL & HEALTH MONITORING (2017)

Article Engineering, Civil

Finite element model updating of semi-composite bridge decks using operational acceleration measurements

Nestor R. Polanco et al.

ENGINEERING STRUCTURES (2016)

Article Acoustics

Model updating of rotor systems by using Nonlinear least square optimization

A. K. Jha et al.

JOURNAL OF SOUND AND VIBRATION (2016)

Article Engineering, Civil

Ambient Vibration Test, Modal Identification and Structural Model Updating Following Bayesian Framework

J. Yang et al.

INTERNATIONAL JOURNAL OF STRUCTURAL STABILITY AND DYNAMICS (2015)

Review Engineering, Mechanical

Dealing with uncertainty in model updating for damage assessment: A review

Ellen Simoen et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2015)

Article Computer Science, Interdisciplinary Applications

Advanced Markov Chain Monte Carlo Approach for Finite Element Calibration under Uncertainty

Jian Zhang et al.

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING (2013)

Article Computer Science, Interdisciplinary Applications

Global optimization using the asymptotically independent Markov sampling method

Konstantin M. Zuev et al.

COMPUTERS & STRUCTURES (2013)

Article Construction & Building Technology

Bayesian system identification based on probability logic

James L. Beck

STRUCTURAL CONTROL & HEALTH MONITORING (2010)

Article Acoustics

Damage Identification in Frame Structures Based on FE Model Updating

Ling Yu et al.

JOURNAL OF VIBRATION AND ACOUSTICS-TRANSACTIONS OF THE ASME (2010)

Article Engineering, Mechanical

Finite element model updating based on eigenvalue and strain energy residuals using multiobjective optimisation technique

Bijaya Jaishi et al.

MECHANICAL SYSTEMS AND SIGNAL PROCESSING (2007)

Article Computer Science, Theory & Methods

DRAM: Efficient adaptive MCMC

Heikki Haario et al.

STATISTICS AND COMPUTING (2006)

Article Acoustics

Structural damage identification of the highway bridge Z24 by FE model updating

A Teughels et al.

JOURNAL OF SOUND AND VIBRATION (2004)

Article Computer Science, Interdisciplinary Applications

Vibration-based damage detection of structures by genetic algorithm

H Hao et al.

JOURNAL OF COMPUTING IN CIVIL ENGINEERING (2002)