PAPERZILLA
Crunching Academic Papers into Bite-sized Insights.
About
Sign Out
← Back to papers
Physical Sciences › Engineering › Building and Construction
Towards a semantic Construction Digital Twin: Directions for future research
★
★
★
★
☆
SHARE
Overview
Paper Summary
Conflicts of Interest
Identified Weaknesses
Rating Explanation
Good to know
Topic Hierarchy
File Information
Paper Summary
Paperzilla title
From BIM to Twin: Making Construction Data Talk (and Maybe Even Think)
This review examines the limitations of Building Information Modeling (BIM) during construction and explores the potential of semantic Construction Digital Twins (CDTs) to address these limitations. It proposes a three-tiered framework for progressively developing CDTs, emphasizing the integration of IoT, AI, and linked data to enable smarter construction services.
Possible Conflicts of Interest
None identified
Identified Weaknesses
Lack of Practical Validation
The paper lacks practical examples and case studies demonstrating the real-world application and benefits of the proposed CDT framework in construction projects. This limits the ability to assess the feasibility and effectiveness of the approach.
Limited Lifecycle Perspective
The paper primarily focuses on the construction phase and does not adequately address the integration of CDT throughout the entire building lifecycle, including design, operation, and demolition. A comprehensive approach considering all lifecycle phases is crucial for realizing the full potential of DTs in the built environment.
Lack of Implementation Details
The paper does not offer a detailed technical implementation plan or discuss the specific technologies and tools required for developing and deploying CDTs. Practical considerations, such as data storage, processing, and security, are not fully explored.
Vague AI Application
While the paper mentions several AI techniques for prediction and optimization, it lacks a detailed explanation of how these techniques would be applied in the context of construction. Specific algorithms, data requirements, and training processes are not discussed.
Lack of User Interface Considerations
The paper acknowledges the importance of user engagement but doesn't delve into the specific user interface and interaction design considerations for CDTs in construction. User experience is crucial for the successful adoption and utilization of any technology.
Rating Explanation
The paper provides a comprehensive overview of the current state of BIM use and the potential of Digital Twins in the construction sector. It proposes a well-structured framework for CDT realization and identifies key research directions. However, it lacks practical validation and detailed implementation details, limiting its immediate applicability. No apparent conflicts of interest were identified.
Good to know
This is our free standard analysis. Paperzilla Pro fact-checks every citation, researches author backgrounds and funding sources, and uses advanced AI reasoning for more thorough insights.
Explore Pro →
Topic Hierarchy
File Information
Original Title:
Towards a semantic Construction Digital Twin: Directions for future research
File Name:
Calin%20et%20al%20Digital%20Twin%20paper.pdf
[download]
File Size:
1.94 MB
Uploaded:
July 14, 2025 at 10:36 AM
Privacy:
🌐 Public
© 2025 Paperzilla. All rights reserved.