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 …

Long-standing themes and future prospects for the inspection and maintenance of façade falling objects from tall buildings

MYL Chew, VJL Gan - Sensors, 2022 - mdpi.com
The increasing number of accidents arising from falling objects from the façade of tall
buildings has attracted much attention globally. To regulators, a preventive approach based …

Building inspection system for evaluating the technical performance of existing buildings

R Bortolini, N Forcada - Journal of Performance of Constructed …, 2018 - ascelibrary.org
The technical performance assessment of a building is essential for planning maintenance
actions to improve its condition and functionality. The aim of this study is to present a …

Vulnerability index: A new approach for preventive conservation of monuments

R Ortiz, P Ortiz - International Journal of Architectural Heritage, 2016 - Taylor & Francis
ABSTRACT A new approach is developed for vulnerability analysis of monuments based on
a matrix model and the relationships with static and structural factors, climatic conditions, air …

Expert system for predicting buildings service life under ISO 31000 standard. Application in architectural heritage

AJP Ibánez, JMM Bernal, MJC de Diego… - Journal of Cultural …, 2016 - Elsevier
The expert system for predicting the service life of buildings, fuzzy buildings service life
(FBSL), is a computer application that contributes to the preventive conservation of …

Multiple linear regression and fuzzy logic models applied to the functional service life prediction of cultural heritage

AJ Prieto, A Silva, J de Brito, JM Macías-Bernal… - Journal of Cultural …, 2017 - Elsevier
In this research, a proposal for the assessment of the functional service life of built heritage
applying statistical tools is described. A fuzzy inference system is applied in order to …

Computational models applied to the service life prediction of External Thermal Insulation Composite Systems (ETICS)

J Tavares, A Silva, J de Brito - Journal of Building Engineering, 2020 - Elsevier
The degradation of the built environment, associated to high maintenance and repair costs,
increases the relevance of the studies about the durability of construction elements. External …

Automatic building accessibility diagnosis from point clouds

J Balado, L Díaz-Vilariño, P Arias, M Soilán - Automation in construction, 2017 - Elsevier
Building accessibility diagnosis is of high interest especially in case of people with reduced
mobility. This paper proposes a methodology for automated detection of inaccessible steps …

Prediction and measurement of damage to architectural heritages facades using convolutional neural networks

M Samhouri, L Al-Arabiat, F Al-Atrash - Neural Computing and …, 2022 - Springer
This paper set out an automatic multicategory damage detection technique using
convolutional neural networks (CNN) models based on image classification and features' …

Uncertainty in building inspection and diagnosis: A probabilistic model quantification

C Pereira, A Silva, C Ferreira, J de Brito, I Flores-Colen… - Infrastructures, 2021 - mdpi.com
In the field of building inspection and diagnosis, uncertainty is common and surveyors are
aware of it, although it is not easily measured. This research proposes a model to quantify …