Machine learning techniques for structural health monitoring of heritage buildings: A state-of-the-art review and case studies

M Mishra - Journal of Cultural Heritage, 2021 - Elsevier
This paper performed a systematic review of the various machine learning (ML) techniques
applied to assess the health condition of heritage buildings. More robust predictive models …

Practical implementation of structural health monitoring in multi-story buildings

A Sivasuriyan, DS Vijayan, W Górski, Ł Wodzyński… - Buildings, 2021 - mdpi.com
This study investigated operational and structural health monitoring (SHM) as well as
damage evaluations for building structures. The study involved damage detection and the …

Close-range sensing and data fusion for built heritage inspection and monitoring—a review

E Adamopoulos, F Rinaudo - Remote Sensing, 2021 - mdpi.com
Built cultural heritage is under constant threat due to environmental pressures,
anthropogenic damages, and interventions. Understanding the preservation state of …

An integrated Terrestrial Laser Scanner (TLS), Deviation Analysis (DA) and Finite Element (FE) approach for health assessment of historical structures. A minaret case …

M Korumaz, M Betti, A Conti, G Tucci, G Bartoli… - Engineering …, 2017 - Elsevier
This paper presents a multi-disciplinary approach for identification of historic buildings
structural health with combination of Terrestrial Laser Scanning (TLS) survey, Deviation …

Survey and seismic vulnerability assessment of the Baptistery of San Giovanni in Tumba (Italy)

G Fortunato, MF Funari, P Lonetti - Journal of Cultural Heritage, 2017 - Elsevier
For the assessment of the seismic vulnerability of a historical building, knowledge is a
fundamental prerequisite for a reliable assessment of the current seismic safety and for the …

Change detection and deformation analysis using static and mobile laser scanning

R Lindenbergh, P Pietrzyk - Applied Geomatics, 2015 - Springer
Laser scanning is rapidly evolving as a surveying technique and is not only used to assess
the geometrical state of a scene but also to assess changes in that state. Change detection …

Assessing the seismic vulnerability of a historical building

G Barbieri, L Biolzi, M Bocciarelli, L Fregonese… - Engineering …, 2013 - Elsevier
The work deals with the structural analysis of an historic masonry building, Palazzo del
Capitano in Mantua, subject to significant static instabilities due to an overturning of the …

Structure from motion point clouds for structural monitoring

F Mistretta, G Sanna, F Stochino, G Vacca - Remote Sensing, 2019 - mdpi.com
Dense point clouds acquired from Terrestrial Laser Scanners (TLS) have proved to be
effective for structural deformation assessment. In the last decade, many researchers have …

A methodological assessment of the importance of physical values in architectural conservation using Shannon entropy method

MSTT Del, SK Tabrizi - Journal of Cultural Heritage, 2020 - Elsevier
This paper investigates the typology of physical values in terms of architectural heritage
conservation. In all scientific research on architectural heritage, one or more physical …

[HTML][HTML] Map** deformations and inferring movements of masonry arch bridges using point cloud data

C Ye, S Acikgoz, S Pendrigh, E Riley, MJ DeJong - Engineering Structures, 2018 - Elsevier
Many historic masonry arch bridges experience damage due to support movements during
their lifetime. This damage may influence the performance of the bridge and reduce its load …