Titlebook: Experimental Vibration Analysis for Civil Structures; Testing, Sensing, Mo Joel P. Conte,Rodrigo Astroza,Babak Moaveni Conference proceedin

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Assessment of Small Damage by Direct Modal Strain Measurementsther insensitive to small stiffness perturbations. On the contrary, modal strains (or curvatures) are very receptive to small stiffness changes. Additionally, they immediately spot the damage location. Some authors have tried to derive curvatures from modal displacements but this procedure is very p

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Flexible Architectures for Full-Scale Performance Evaluation of Tall Buildings: Burj Khalifa and Beyal ownership of the system. These modules are coordinated by an on-site server, supporting efficient and scalable integration of a robust array of sensing modalities. The use of local servers overcomes many of the challenges of data acquisition in large-scale distributed sensing, while also automati

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Information-Driven Modeling of Structures Using a Bayesian Frameworkling algorithms require a moderate to very large number of system re-analyses to be performed, often resulting in excessive computational demands. Computationally efficient techniques are presented to drastically speed up computations within the Bayesian uncertainty quantification framework. These t

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A New Approach to Damage Detection in Bridges Using Machine Learningorks that use as input accelerations and axle loads and compute a novelty index, called prediction error, based on a novelty detection approach. The distribution of the obtained prediction errors is statistically evaluated by means of a Gaussian Process and, after this process, damage indexes can be

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Virtual Laboratory for Leveraging Technology for Bridges and Constructed Systemsare very few institutions that offer an ability for an integrative leveraging of such tools and the resulting data in conjunction with engineering heuristics for meaningful, feasible and effective solutions to infrastructure performance problems..Users will be exposed to the challenges of designing

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