Operational Modal Analysis

Dr. Au is Professor of Uncertainty, Reliability & Risk in the Center for Engineering Dynamics and Institute for Risk & Uncertainty, University of Liverpool (UK); and Chutian Professor in the School of Water Resources & Hydropower Engineering, Wuhan University (China). He holds a PhD (2001, Caltech) in civil engineering and has been working in the area of the monograph for over twenty years. He performs fundamental and applied research in engineering risk methods and structural health monitoring. He has developed an advanced Monte Carlo method called Subset Simulation that has found applications in many disciplines, e.g., civil, mechanical, aerospace, electrical and nuclear engineering. He is experienced in full-scale dynamic testing of structures and has consulted on vibration projects on long-span pedestrian bridges, large-span floors, super-tall buildings and micro-tremors. Dr. Au is recipient of the IASSAR Junior Research Prize (2005), Nishino Prize (2011),JSPS Fellowship (2014) and Tan Chin Tuan Fellowship (2015).

• 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.