Short answer

Implement structured data management practices within BIM, adhering to ISO 23247, to unlock the full potential of digital twins and automation in construction projects.

Field: Commercial Production
Source: Gazi University Journal of Science Part A Engineering and Innovation (2025)
Method: Framework Development and Case Study Validation
Evidence: Strong effect

A structured BIM framework aligned with ISO 23247 enhances data management, enabling seamless integration with digital twins and driving automation in construction. This commercial production research insight is drawn from a 2025 study published in Gazi University Journal of Science Part A Engineering and Innovation. Using Framework development and case study validation, researchers explored how this design variable affects real-world outcomes. The key design takeaway: Implement structured data management practices within BIM, adhering to ISO 23247, to unlock the full potential of digital twins and automation in construction projects.

Study

Commercial ProductionNew This WeekStrong effect

ISO 23247-Compliant BIM Framework Boosts Construction Automation and Digital Twin Integration

A structured BIM framework aligned with ISO 23247 enhances data management, enabling seamless integration with digital twins and driving automation in construction.

Gazi University Journal of Science Part A Engineering and Innovation · 2025

Key Findings

01The proposed framework enhances BIM's functionality as an intelligent asset management system.
02It increases interoperability, enables automated compliance verification, and strengthens sensor-driven analysis.
03The framework demonstrates adaptability across design models, regulatory documents, and predictive analyses.
04AI-powered compliance automation can optimize regulatory oversight and operational efficiency.

Application

Design takeaway

Implement structured data management practices within BIM, adhering to ISO 23247, to unlock the full potential of digital twins and automation in construction projects.

How to apply

When developing or managing BIM models, ensure data is classified and organized according to ISO 23247 standards to facilitate seamless integration with digital twin platforms and automated processes.

Project actions

01When designing a system that involves data exchange, consider using established standards for data structure and interoperability.
02Explore how different data types (graphical, non-graphical, documents) can be systematically organized for better management and analysis.

Method & Evidence

AimHow can a Building Information Modeling (BIM) framework, compliant with ISO 23247, improve data management and facilitate digital twin integration for enhanced automation in construction projects?

MethodFramework Development and Case Study Validation

ProcedureThe study developed a BIM framework based on ISO 23247, systematically classifying graphical, non-graphical, and document data. This framework was then validated through industry case studies, assessing its adaptability and scalability in digital construction environments.

ContextConstruction industry, digital twins, Building Information Modeling (BIM), automation

Variables

IVImplementation of an ISO 23247-compliant BIM framework

DVLevel of digital twin integration, efficiency of automation processes, effectiveness of compliance verification

CVProject complexity, types of data managed (graphical, non-graphical, document), use of AI in automation

Strengths & Limitations

Strengths

+Provides a concrete framework for data integration.
+Validates the approach through industry case studies.

Limitations

The complexity of implementing ISO 23247 standards across diverse construction projects can be a significant hurdle.

Reliability & validity

The framework's reliability is supported by its systematic classification, and validity is demonstrated through case studies, though broader validation across diverse project types would strengthen it.

Think critically

To what extent can the proposed ISO 23247-compliant BIM framework be universally adopted across different scales and types of construction projects, and what are the primary barriers to its widespread implementation?

Design Principles

"Standardized data structures are crucial for enabling interoperability and automation in complex digital systems."

This approach addresses data fragmentation in construction, a common bottleneck that hinders efficient decision-making and real-time monitoring. By standardizing data classification and organization, it unlocks the potential for intelligent asset management and automated compliance.

What This Means for Your Design

This research shows that organizing building information in a specific, standardized way (like ISO 23247) makes it much easier for computers to understand and use that information for things like checking rules automatically or creating a live digital copy of the building (digital twin).

How to use in your project

1.Reference this study when discussing the importance of data standards and interoperability in your design project, particularly if it involves complex systems or digital integration.

Add to My Project

Quick Cite

Paragraph starter

The integration of digital twins and automation in construction is significantly enhanced by structured data management frameworks, such as the one proposed by Aydın (2025), which aligns with ISO 23247. This approach systematically classifies data, improving interoperability and enabling automated compliance verification, thereby optimizing asset management and predictive analysis within digital construction environments.

Source

Gazi University Journal of Science Part A Engineering and Innovation

A Data-Driven BIM Framework for Digital Twin Integration with ISO 23247-Compliant Automation in Construction

journal · 2025

View source

Questions About This Research

What does the research say about iso 23247-compliant bim framework boosts construction automation and digital twin integration?: Implement structured data management practices within BIM, adhering to ISO 23247, to unlock the full potential of digital twins and automation in construction projects. Evidence: Gazi University Journal of Science Part A Engineering and Innovation (2025).
Why does "ISO 23247-Compliant BIM Framework Boosts Construction Automation and Digital Twin Integration" matter for design?: This approach addresses data fragmentation in construction, a common bottleneck that hinders efficient decision-making and real-time monitoring. By standardizing data classification and organization, it unlocks the potential for intelligent asset management and automated compliance.
How can designers apply this research?: Implement structured data management practices within BIM, adhering to ISO 23247, to unlock the full potential of digital twins and automation in construction projects.
What were the main findings?: The proposed framework enhances BIM's functionality as an intelligent asset management system.. It increases interoperability, enables automated compliance verification, and strengthens sensor-driven analysis.. The framework demonstrates adaptability across design models, regulatory documents, and predictive analyses.. AI-powered compliance automation can optimize regulatory oversight and operational efficiency.
What research method was used?: Framework Development and Case Study Validation.
How strong is the evidence?: Evidence strength is rated Strong effect, based on a 2025 journal from Gazi University Journal of Science Part A Engineering and Innovation.
What should I do differently in my next project?: When developing or managing BIM models, ensure data is classified and organized according to ISO 23247 standards to facilitate seamless integration with digital twin platforms and automated processes.
What are the limitations?: The study's findings are based on case studies, and further research is needed to explore the full scope of AI-powered automation and digital twin applications.