Internet of Things (IoT) and internet enabled physical devices for Construction 4.0

Lin, Yu‐Cheng; Cheung, Weng-Fong

doi:10.1201/9780429398100-18

Cited by 3 publications

(2 citation statements)

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“…The IoTs' objective is to make everything smarter and more connected. Therefore, a number of technologies are being utilized to improve management efficiency in both the virtual and physical worlds (Lin and Cheung, 2020). Based on the most recent study, Table 3 depicts a variety of IoT applications.…”

Section: Literature Reviewmentioning

confidence: 99%

“…A systematic literature review was conducted in conjunction with interviews with key industry players Rausch et al (2020) 2020 The application of a computational algorithm to assist DTs in the construction process Villa and Chiaia (2021) 2021 It demonstrated the current state of the art, as well as challenges and opportunities Yitmen et al (2021) 2021 A study was conducted to determine the applicability, interoperability and integrability of an adapted cognitive digital twin (CDT) model for use in building lifecycle management (BLM) (Lin and Cheung, 2020). Based on the most recent study, Table 3 depicts a variety of IoT applications.…”

Section: Referencesmentioning

confidence: 99%

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An investigation for integration of deep learning and digital twins towards Construction 4.0

Kor

Yitmen

Alizadehsalehi

2022

SASBE

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PurposeThe purpose of this paper is to investigate the potential integration of deep learning (DL) and digital twins (DT), referred to as (DDT), to facilitate Construction 4.0 through an exploratory analysis.Design/methodology/approachA mixed approach involving qualitative and quantitative analysis was applied to collect data from global industry experts via interviews, focus groups and a questionnaire survey, with an emphasis on the practicality and interoperability of DDT with decision-support capabilities for process optimization.FindingsBased on the analysis of results, a conceptual model of the framework has been developed. The research findings validate that DL integrated DT model facilitating Construction 4.0 will incorporate cognitive abilities to detect complex and unpredictable actions and reasoning about dynamic process optimization strategies to support decision-making.Practical implicationsThe DL integrated DT model will establish an interoperable functionality and develop typologies of models described for autonomous real-time interpretation and decision-making support of complex building systems development based on cognitive capabilities of DT.Originality/valueThe research explores how the technologies work collaboratively to integrate data from different environments in real-time through the interplay of the optimization and simulation during planning and construction. The framework model is a step for the next level of DT involving process automation and control towards Construction 4.0 to be implemented for different phases of the project lifecycle (design–planning–construction).

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Section: Literature Reviewmentioning

confidence: 99%

Section: Referencesmentioning

confidence: 99%

An investigation for integration of deep learning and digital twins towards Construction 4.0

Kor

Yitmen

Alizadehsalehi

2022

SASBE

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Blockchain-Aware Rollbackable Data Access Control for IoT-Enabled Digital Twin

Qi,

Yang,

et al. 2023

IEEE J. Select. Areas Commun.

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Internet of Things (IoT), Building Information Modeling (BIM), and Digital Twin (DT) in Construction Industry: A Review, Bibliometric, and Network Analysis

et al. 2022

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The present study uses a bibliometric and systematic literature review (SLR) to examine the use of Building Information Modeling (BIM), the Internet of Things (IoT), and Digital Twins (DT) in the construction industry. The network visualization and other approaches based on the Web of Science (WOS) database and the patterns of research interactions were explored in 1879 academic publications using co-occurrence and co-citation investigations. Significant publications, conferences, influential authors, countries, organizations, and funding agencies have been recognized. Our study demonstrates that BIM, IoT, and DT in construction, Heritage BIM (HBIM), Smart Contracts, BIM, and Ontology, and VR and AR in BIM and DT are the main study themes. Finally, several prospective areas for future study are identified, including BIM and Metaverse technology, BIM and Artificial Intelligence (AI), Metaheuristic algorithms for optimization purposes in BIM, and the Circular Economy with BIM and IoT.

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Internet of Things (IoT) and internet enabled physical devices for Construction 4.0

Cited by 3 publications

References 1 publication

An investigation for integration of deep learning and digital twins towards Construction 4.0

An investigation for integration of deep learning and digital twins towards Construction 4.0

Blockchain-Aware Rollbackable Data Access Control for IoT-Enabled Digital Twin

Internet of Things (IoT), Building Information Modeling (BIM), and Digital Twin (DT) in Construction Industry: A Review, Bibliometric, and Network Analysis

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