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Digital twin and its potential applications in construction industry: State-of-art review and a conceptual framework
Through the combination of virtual and real, multi-dimensional perception, and accurate
map**, digital twin (DT) could describe the physical world in real-time and provide a …
map**, digital twin (DT) could describe the physical world in real-time and provide a …
Strategic approaches towards achieving sustainable and effective building maintenance practices in maintenance-managed buildings: A combination of expert …
Buildings have been consistently identified as the sector with the greatest potential to reduce
both energy consumption and carbon dioxide (CO 2) emissions through more sustainable …
both energy consumption and carbon dioxide (CO 2) emissions through more sustainable …
Automated crack segmentation in close-range building façade inspection images using deep learning techniques
Nowadays, unmanned aerial vehicles (UAVs) are frequently used for periodic visual
inspection of building envelopes to detect unsafe conditions or vulnerable damages …
inspection of building envelopes to detect unsafe conditions or vulnerable damages …
Semi‐supervised learning based on convolutional neural network and uncertainty filter for façade defects classification
Develo** a classifier to identify the defects from façade images using deep learning
requires abundant labeled images. However, it is time‐consuming and uneconomical to …
requires abundant labeled images. However, it is time‐consuming and uneconomical to …
Analysis of building maintenance requests using a text mining approach: building services evaluation
End users' maintenance requests gathered from computerized maintenance management
systems (CMMS) configure a rich source of information to evaluate the occupants' …
systems (CMMS) configure a rich source of information to evaluate the occupants' …
The impact of imperfect maintenance actions on the degradation of buildings' envelope components
Usually, maintenance models consider maintenance actions as perfect, ie these
interventions can restore the components to the “as good as new” state. However, in many …
interventions can restore the components to the “as good as new” state. However, in many …
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 …
Few-shot classification of façade defects based on extensible classifier and contrastive learning
Façade defect classification based on deep learning has made great progresses in recent
years. However, deep learning models commonly need abundant labeled data for training …
years. However, deep learning models commonly need abundant labeled data for training …
Evaluation-oriented façade defects detection using rule-based deep learning method
Visual evaluation of façade condition plays an important role to ensure the structural health
of the whole building. To automatically achieve visual evaluation of façade condition with …
of the whole building. To automatically achieve visual evaluation of façade condition with …
Service life of building envelopes: A critical literature review
The importance of knowing the service life of buildings and their components is recognized.
Several studies have been developed, in different countries, to address this research topic …
Several studies have been developed, in different countries, to address this research topic …