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Almost Classically Damped Continuous Linear Systems
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The dynamic response of a general class of continuous linear vibrating systems is analyzed which possess damping properties close to those resulting in classical (uncoupled) normal modes. First, ...
Bayesian Analysis of the Phase II IASC–ASCE Structural Health Monitoring Experimental Benchmark Data
Publisher: American Society of Civil Engineers
Abstract: A two-step probabilistic structural health monitoring approach is used to analyze the Phase II experimental benchmark studies sponsored by the IASC–ASCE Task Group on Structural Health Monitoring. This study involves damage ...
Approximate Random Vibration Analysis of Classically Damped MDOF Systems
Publisher: American Society of Civil Engineers
Abstract: A new approximate asymptotic method is presented for the nonstationary response of classically damped MDOF (multidegree‐of‐freedom) linear systems to a general class of nonstationary stochastic excitations. The method is ...
Updating Models and Their Uncertainties. I: Bayesian Statistical Framework
Publisher: American Society of Civil Engineers
Abstract: The problem of updating a structural model and its associated uncertainties by utilizing dynamic response data is addressed using a Bayesian statistical framework that can handle the inherent ill-conditioning and possible ...
Updating Models and Their Uncertainties. II: Model Identifiability
Publisher: American Society of Civil Engineers
Abstract: The problem of model identifiability is addressed. The goal is to find all the structural models within a specified class that produce the same output at a set of observed degrees of freedom as a given model in the class ...
Subset Simulation and its Application to Seismic Risk Based on Dynamic Analysis
Publisher: American Society of Civil Engineers
Abstract: A method is presented for efficiently computing small failure probabilities encountered in seismic risk problems involving dynamic analysis. It is based on a procedure recently developed by the writers called Subset ...
Analyzing the Sufficiency of Alternative Scalar and Vector Intensity Measures of Ground Shaking Based on Information Theory
Publisher: American Society of Civil Engineers
Abstract: The seismic risk assessment of a structure in performance-based design (PBD) may be significantly affected by the representation of ground motion uncertainty. In PBD, the uncertainty in the ground motion is often represented ...
Asymptotic Expansions for Reliability and Moments of Uncertain Systems
Publisher: American Society of Civil Engineers
Abstract: An asymptotic approximation is developed for evaluating the probability integrals that arise in the determination of the reliability and response moments of uncertain dynamic systems subject to stochastic excitation. The ...
Bayesian Probabilistic Approach to Structural Health Monitoring
Publisher: American Society of Civil Engineers
Abstract: A Bayesian probabilistic methodology for structural health monitoring is presented. The method uses a sequence of identified modal parameter data sets to compute the probability that continually updated model stiffness ...
Evidence-Based Identification of Weighting Factors in Bayesian Model Updating Using Modal Data
Publisher: American Society of Civil Engineers
Abstract: In Bayesian model updating, parameter identification of structural systems using modal data can be based on the formulation of the likelihood function as a product of two probability density functions, one relating to modal ...