Online Damage Detection in Structural Systems

This monograph assesses in depth the application of recursive Bayesian filters in structural health monitoring. The main limitations to their application in monitoring of high-rise buildings are discussed and a remedy based on a synergy of reduced order modeling (based on proper orthogonal decomposition) and Bayesian estimation is proposed.