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Automation in Construction
Scopus
ISSN 0926-5805 · Elsevier BV · 24 artikel di indeks
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Artikel Jurnal
Deep learning-based structural health monitoring
This article provides a comprehensive review of deep learning-based structural health monitoring (DL-based SHM). It encompasses a broad spectrum of DL theories and applications including nondestructive approaches; computer vision-based methods, digital twins, unmanned aerial vehicles (UAVs), and…
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Artikel Jurnal Teks lengkap
Technologies for digital twin applications in construction
The construction industry is facing enormous pressure to adopt digital solutions to solve the industry's inherent problems. The digital twin has emerged as a solution that can update a BIM model with real-time data to achieve cyber-physical integration, enabling real-time monitoring of assets and…
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Artikel Jurnal Teks lengkap
Artificial intelligence and smart vision for building and construction 4.0: Machine and deep learning methods and applications
This article presents a state-of-the-art review of the applications of Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) in building and construction industry 4.0 in the facets of architectural design and visualization; material design and optimization; structural design…
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Artikel Jurnal Teks lengkap
Towards Civil Engineering 4.0: Concept, workflow and application of Digital Twins for existing infrastructure
Digital Twins (DTs) are forecasted to be used in two-thirds of large industrial companies in the next decade. In the Architecture, Engineering and Construction (AEC) sector, their actual application is still largely at the prototype stage. Industry and academia are currently reconciling many…
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Artikel Jurnal Teks lengkap
Digital twin and its implementations in the civil engineering sector
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Artikel Jurnal Teks lengkap
Automatic crack classification and segmentation on masonry surfaces using convolutional neural networks and transfer learning
Masonry structures represent the highest proportion of building stock worldwide. Currently, the structural condition of such structures is predominantly manually inspected which is a laborious, costly and subjective process. With developments in computer vision, there is an opportunity to use…
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Artikel Jurnal
Artificial intelligence applied to conceptual design. A review of its use in architecture
Conceptual architectural design is a complex process that draws on past experience and creativity to generate new designs. The application of artificial intelligence to this process should not be oriented toward finding a solution in a defined search space since the design requirements are not yet…
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Artikel Jurnal Teks lengkap
Cloud computing in construction industry: Use cases, benefits and challenges
Cloud computing technologies have revolutionised several industries for several years. Although the construction industry is well placed to leverage these technologies for competitive and operational advantage, the diffusion of the technologies in the industry follows a steep curve. This study…
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Artikel Jurnal Teks lengkap
Towards a semantic Construction Digital Twin: Directions for future research
As the Architecture, Engineering and Construction sector is embracing the digital age, the processes involved in the design, construction and operation of built assets are more and more influenced by technologies dealing with value-added monitoring of data from sensor networks, management of this…