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Dynamic identification of a masonry façade from seismic response data based on an elementary Ordinary Least Squares approach

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TLDR
In this article, a low magnitude seismic response of a historical masonry structure, the Santa Maria di Collemaggio basilica, was acquired by a complex monitoring system, where ten FBA accelerometers, nine placed on the basilica facade and one on the ground level, recorded respectively the base accelerogram (Input) and the structural response (Output).
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This article is published in Engineering Structures.The article was published on 2019-10-15. It has received 35 citations till now.

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Journal ArticleDOI

Dynamic identification and model updating of an eight-storey CLT building

TL;DR: The identified storey masses are indeed realistic and confirm the negligible role of the connections in the low-amplitude dynamic response, and the nonlinear effects of connections over the building response to higher displacements are discussed, providing simplified and practice-oriented correlations for the first natural frequency estimation.
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Sensitivity analysis of subspace-based damage indicators under changes in ambient excitation covariance, severity and location of damage

TL;DR: The role of damage location in the probabilistic assessment of damage is discussed: a methodological Bayesian approach, based on the results of the sensitivity analysis, is proposed for the development of a structural reliability analysis driven by damage indicators.
Journal ArticleDOI

Time-domain identification of the elastic modulus of simply supported box girders under moving loads: Method and full-scale validation

TL;DR: In this article, the elastic modulus assessment of concrete bridges is derived from an Ordinary Least Square procedure with a Bayesian uncertainty estimation, obtained by approximating the known term of the governing equations due to the travelling force with a square wave signal.
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Assessment of structural interventions using Bayesian updating and subspace-based fault detection methods: the case study of S. Maria di Collemaggio basilica, L’Aquila, Italy

TL;DR: A permanent monitoring system installed in a monumental masonry structure, the basilica of Santa Maria di Collemaggio in L’Aquila Italy, continuously acquires vibration data, which leads to the assessment of a structural intervention using a simple Bayesian approach driven by subspace-based indicators.
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Fragility functions and behavior factors estimation of multi-story cross-laminated timber structures characterized by an energy-dependent hysteretic model:

TL;DR: In this paper, the fragility functions and behavior factors of cross-laminated timber (CLT) structures were assessed and the structures derived from the assembly of single CLT wall panels characterized by diff...
References
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Proceedings ArticleDOI

SVM vs regularized least squares classification

TL;DR: This paper applies support vector machines and regularized least squares to a collection of data sets and presents results demonstrating virtual identical performance by the two methods.
Journal ArticleDOI

Monitoring historical masonry structures with operational modal analysis: Two case studies

TL;DR: The paper addresses two complex case studies of modal and structural identification of monuments in Portugal: the Clock Tower of Mogadouro and the Church of Jeronimos Monastery, in Lisbon.
Journal ArticleDOI

Machine learning algorithms for damage detection under operational and environmental variability

TL;DR: In this article, the authors used vibration-based damage identification procedures to detect structural damage in the presence of operational and environmental variations using vibration-sensitive identification procedures. For this purpose, four ma...
Journal ArticleDOI

Identification of damping: Part 1, viscous damping

TL;DR: In this paper, a method is presented to obtain a non-proportional (non-viscous) viscous damping matrix from complex modes and complex natural frequencies.
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