Operational Modal Analysis Modeling, Bayesian Inference, Uncertainty Laws /

This book presents operational modal analysis (OMA), employing a coherent and comprehensive Bayesian framework for modal identification and covering stochastic modeling, theoretical formulations, computational algorithms, and practical applications. Mathematical similarities and philosophical differ...

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Bibliographic Details
Main Author: Au, Siu-Kui (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Singapore : Springer Nature Singapore : Imprint: Springer, 2017.
Edition:1st ed. 2017.
Subjects:
Mechanics, Applied.
Solids.
Geotechnical engineering.
Buildings > Design and construction.
Probabilities.
Solid Mechanics.
Geotechnical Engineering and Applied Earth Sciences.
Building Construction and Design.
Probability Theory.
Online Access:Full-text access
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Table of Contents:
  • Introduction
  • Spectral Analysis of Deterministic Process
  • Structural Dynamics
  • Spectral Analysis of Stationary Stochastic Process
  • Stochastic Structural Dynamics
  • Ambient Data Analysis and Simulation
  • Bayesian Inference
  • Classical Statistical Inference
  • Bayesian OMA Framework
  • Single Mode Problem
  • Multi-Mode Problem
  • Multi-Setup Problem
  • Managing identification uncertainty
  • Theory of Uncertainty Laws.

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