Negative selection algorithm based methodology for online structural health monitoring

A Barontini, MG Masciotta, P Amado-Mendes… - Engineering …, 2021 - Elsevier
Even small damages in engineered systems can endanger the users or lead to significant
economic costs. The detection of damage existence is only the first task within the Damage …

Improving damage detection by combining multiple classifiers in different feature spaces

A Barontini, MG Masciotta, P Amado-Mendes… - Engineering …, 2024 - Elsevier
Vibration-based damage identification methods have been explored in several engineering
fields. However, the effective damage-sensitivity of vibration-based features and the balance …

Reducing the training samples for damage detection of existing buildings through self-space approximation techniques

A Barontini, MG Masciotta, P Amado-Mendes… - Sensors, 2021 - mdpi.com
Data-driven methodologies are among the most effective tools for damage detection of
complex existing buildings, such as heritage structures. Indeed, the historical evolution and …

Bio-Inspired Algorithms for Structural Health Monitoring of Civil Engineering Systems

A Barontini - 2021 - search.proquest.com
Hoje em dia, a gestão de um vasto acervo de estruturas complexas e infraestruturas, que se
encontram próximo ou para lá do seu fim de vida útil, constitui um importante desafio para …

[PDF][PDF] Application of a classification algorithm to the early-stage damage detection of a masonry arch

A Barontini, MG Masciotta, PA Mendes… - XI International …, 2020 - researchgate.net
The early-stage identification of structural damage still represents a relevant challenge in
civil engineering. Localized damages if not readily detected can lead to disruption or even …

Improving Damage Identification Reliability by Combining Classification on Distinct Feature Spaces

A Barontini, MG Masciotta, P Amado-Mendes… - … Conference on Smart …, 2021 - Springer
In the last decades, vibration-based dynamic identification and modal properties tracking
have become a common strategy for damage detection purposes. Nonetheless, assessing …