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Related Experiment Video

Updated: Aug 5, 2025

Fabrication of Three-Dimensional Graphene-Based Polyhedrons via Origami-Like Self-Folding
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Graphene nanoparticles as data generating digital materials in industry 4.0.

Muhammad A Ali1,1, Muhammad S Irfan1,1, Tayyab Khan1,1

  • 1Department of Aerospace Engineering, Khalifa University of Science and Technology (KUST), Abu Dhabi, United Arab Emirates.

Scientific Reports
|March 27, 2023
PubMed
Summary

Graphene and 2D materials can enable smart factories by acting as sensors. Integrating these materials with artificial intelligence and blockchain creates a "factory-of-the-future" for enhanced manufacturing and monitoring.

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Area of Science:

  • Materials Science
  • Nanotechnology
  • Industry 4.0

Background:

  • Two-dimensional (2D) materials offer multi-functional properties like sensing and energy storage.
  • Applications span aerospace, automotive, civil, and defense industries.
  • Graphene and its variants are key candidates for advanced material applications.

Purpose of the Study:

  • Explore graphene as data-generating sensory elements for Industry 4.0.
  • Present a roadmap integrating advanced materials, artificial intelligence (AI), and blockchain.
  • Investigate 2D material composites as interfaces between physical and cyber spaces.

Main Methods:

  • Overview of employing graphene-based smart embedded sensors in composite manufacturing.
  • Discussion of real-time structural health monitoring using these sensors.
  • Analysis of technical challenges in interfacing graphene sensing networks with digital systems.

Main Results:

  • 2D material composites can bridge physical and cyber realms for digitalization.
  • Graphene-based sensors offer potential for real-time monitoring and data generation.
  • Integration pathways for AI, machine learning, and blockchain with graphene devices are explored.

Conclusions:

  • Graphene and 2D materials are crucial for the 'factory-of-the-future'.
  • These materials enable smart factories through advanced sensing and data integration.
  • The synergy of 2D materials with AI and blockchain drives industrial digitalization.