Operational Modal Analysis Modeling, Bayesian Inference, Uncertainty Laws /

• Main Author: Au, Siu-Kui (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2017.
• Subjects: Engineering.; Geotechnical engineering.; Probabilities.; Structural mechanics.; Structural Mechanics.; Geotechnical Engineering & Applied Earth Sciences.; Building Construction and Design.; Probability Theory and Stochastic Processes.

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...

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.