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 …
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 …
buildings has attracted much attention globally. To regulators, a preventive approach based …
Building inspection system for evaluating the technical performance of existing buildings
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 …
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
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 …
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
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 …
(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
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 …
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)
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 …
increases the relevance of the studies about the durability of construction elements. External …
Automatic building accessibility diagnosis from point clouds
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 …
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' …
convolutional neural networks (CNN) models based on image classification and features' …
Uncertainty in building inspection and diagnosis: A probabilistic model quantification
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 …
aware of it, although it is not easily measured. This research proposes a model to quantify …