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RISBayesian Model–Data Fusion for Mechanistic Postearthquake Damage Assessment of Building Structures
Publisher: American Society of Civil Engineers
Abstract: This paper presents a probabilistic framework for estimating seismic-induced damage in partially instrumented buildings. The proposed framework uses acceleration measurements at a limited number of stories and Bayesian ...
Uncertainty Quantification of State Estimation in Nonlinear Structural Systems with Application to Seismic Response in Buildings
Publisher: American Society of Civil Engineers
Abstract: This paper presents the application of Bayesian filtering for the estimation and uncertainty quantification of interstory drifts and shears in partially instrumented buildings. We investigate the performance of four Bayesian ...
Uncertainty Quantification of State Estimation in Nonlinear Structural Systems with Application to Seismic Response in Buildings
Publisher: American Society of Civil Engineers
Abstract: This paper presents the application of Bayesian filtering for the estimation and uncertainty quantification of interstory drifts and shears in partially instrumented buildings. We investigate the performance of four Bayesian ...
Parameter Estimation of Stochastic Fractional Dynamic Systems Using Nonlinear Bayesian Filtering System Identification Methods
Publisher: ASCE
Abstract: This paper presents the application of nonlinear Bayesian filtering–based system identification (SI) methods when employed to estimate the parameters of stochastic fractional dynamic systems. The objective is to demonstrate ...