2,708
Views
24
CrossRef citations to date
0
Altmetric
Research Article

A digital twin-driven approach towards smart manufacturing: reduced energy consumption for a robotic cell

ORCID Icon, , ORCID Icon &
Pages 844-859 | Received 04 Apr 2019, Accepted 17 May 2020, Published online: 10 Jun 2020

References

  • Abdulmalek, F. A., and J. Rajgopal. 2007. “Analyzing the Benefits of Lean Manufacturing and Value Stream Mapping via Simulation: A Process Sector Case Study.” International Journal of Production Economics 107 (1): 223–236.
  • Barenji, A. V. 2018. “Cloud-based Manufacturing Execution System: Case Study FMS.” International Journal of Industrial and Systems Engineering 30 (4): 449–467.
  • Barenji, A. V., R. V. Barenji, D. Roudi, and M. Hashemipour. 2017. “A Dynamic Multi-agent-based Scheduling Approach for SMEs.” The International Journal of Advanced Manufacturing Technology 89 (9–12): 3123–3137.
  • Barenji, A. V., R. V. Barenji, and M. Hashemipour. 2016. “Flexible Testing Platform for Employment of RFID-enabled Multi-agent System on Flexible Assembly Line.” Advances in Engineering Software 91: 1–11.
  • Boschert, S., and R. Rosen. 2016. “Digital Twin—the Simulation Aspect.” In Mechatronic Futures, 59–74. Cham: Springer.
  • Council, N. R. 1995. Virtual Reality: Scientific and Technological Challenges. Washington,DC, United States: National Academies Press.
  • Grieves, M., and J. Vickers. 2017. “Digital Twin: Mitigating Unpredictable, Undesirable Emergent Behavior in Complex Systems.” In Transdisciplinary Perspectives on Complex Systems, 85–113. Cham: Springer.
  • Haag, S., and R. Anderl. 2018. “Digital twin–Proof of Concept.” Manufacturing Letters 15: 64–66.
  • Herrmann, C., S. Thiede, S. Kara, and J. Hesselbach. 2011. “Energy Oriented Simulation of Manufacturing systems–Concept and Application.” CIRP Annals 60 (1): 45–48.
  • José Álvares, A., L. E. S. D. Oliveira, and J. C. E. Ferreira. 2018. “Development of a Cyber-Physical Framework for Monitoring and Teleoperation of a CNC Lathe Based on MTconnect and OPC Protocols.” International Journal of Computer Integrated Manufacturing 31 (11): 1049–1066.
  • Kang, H. I., B. Lee, and K. Kim 2008. “Path Planning Algorithm Using the Particle Swarm Optimization and the Improved Dijkstra Algorithm.” Paper presented at the 2008 IEEE Pacific-Asia Workshop on Computational Intelligence and Industrial Application, Wuhan China.
  • Kusiak, A. 2018. “Smart Manufacturing.” International Journal of Production Research 56 (1–2): 508–517.
  • Kwon, H.-J., and H.-K. Kwon. 2019. “Computer Aided Engineering (CAE) Simulation for the Design Optimization of Gate System on High Pressure Die Casting (HPDC) Process.” Robotics and Computer-Integrated Manufacturing 55: 147–153.
  • Leng, J., H. Zhang, D. Yan, Q. Liu, X. Chen, and D. Zhang. 2019. “Digital Twin-driven Manufacturing Cyber-physical System for Parallel Controlling of Smart Workshop.” Journal of Ambient Intelligence and Humanized Computing 10 (3): 1155–1166.
  • Li, Z., A. V. Barenji, and G. Q. Huang. 2018. “Toward a Blockchain Cloud Manufacturing System as a Peer to Peer Distributed Network Platform.” Robotics and Computer-Integrated Manufacturing 54: 133–144.
  • Li, Z., R. Y. Zhong, A. V. Barenji, J. Liu, C. Yu, and G. Q. Huang. 2019. “Bi-objective Hybrid Flow Shop Scheduling with Common Due Date.” Operational Research 6: 1–26.
  • Matsas, E., and G.-C. Vosniakos. 2017. “Design of a Virtual Reality Training System for Human–robot Collaboration in Manufacturing Tasks.” International Journal on Interactive Design and Manufacturing (Ijidem) 11 (2): 139–153.
  • Mohammed, A., B. Schmidt, L. Wang, and L. Gao. 2014. “Minimizing Energy Consumption for Robot Arm Movement.” Procedia CIRP 25: 400–405.
  • Naudet, J., D. Lefeber, F. Daerden, and Z. Terze. 2003. “Forward Dynamics of Open-loop Multibody Mechanisms Using an Efficient Recursive Algorithm Based on Canonical Momenta.” Multibody System Dynamics 10 (1): 45–59.
  • Nikolakis, N., K. Alexopoulos, E. Xanthakis, and G. Chryssolouris. 2019. “The digital twin implementation for linking the virtual representation of human-based production tasks to their physical counterpart in the factory-floor.” International Journal of Computer Integrated Manufacturing 32(1) : 1–12.
  • Park, K. T., Y. W. Nam, H. S. Lee, S. J. Im, S. D. Noh, J. Y. Son, and H. Kim. 2019. “Design and Implementation of a Digital Twin Application for a Connected Micro Smart Factory.” International Journal of Computer Integrated Manufacturing 32 (6),1–19.
  • Parteli, E. J., and T. Pöschel. 2016. “Particle-based Simulation of Powder Application in Additive Manufacturing.” Powder Technology 288: 96–102.
  • Schleich, B., N. Anwer, L. Mathieu, and S. Wartzack. 2017. “Shaping the Digital Twin for Design and Production Engineering.” CIRP Annals 66 (1): 141–144.
  • Tao, F., J. Cheng, Q. Qi, M. Zhang, H. Zhang, and F. Sui. 2018. “Digital Twin-driven Product Design, Manufacturing and Service with Big Data.” The International Journal of Advanced Manufacturing Technology 94 (9–12): 3563–3576.
  • Tao, F., and M. Zhang. 2017. “Digital Twin Shop-floor: A New Shop-floor Paradigm Towards Smart Manufacturing.” Ieee Access 5: 20418–20427.
  • Tavares, P., J. A. Silva, P. Costa, G. Veiga, and A. P. Moreira (2017). “Flexible Work Cell Simulator Using Digital Twin Methodology for Highly Complex Systems in Industry 4.0.” Paper presented at the Iberian Robotics conference, Seville, Spain.
  • Thiede, S., M. Schönemann, D. Kurle, and C. Herrmann. 2016. “Multi-level Simulation in Manufacturing Companies: The Water-energy Nexus Case.” Journal of Cleaner Production 139: 1118–1127.
  • Vatankhah Barenji, A., and R. Vatankhah Barenji. 2017. “Improving Multi-agent Manufacturing Control System by Indirect Communication Based on Ant Agents.” Proceedings of the Institution of Mechanical Engineers, Part I: Journal of Systems and Control Engineering 231 (6): 447–458.
  • Vatankhah Barenji, A., Z. Li, W. Wang, G. Q. Huang, and D. A. Guerra-Zubiaga. 2019. “Blockchain-based Ubiquitous Manufacturing: A Secure and Reliable Cyber-physical System.” International Journal of Production Research 58 (7), 2200–2221.
  • Vermesan, O., and P. Friess. 2013. Internet of Things: Converging Technologies for Smart Environments and Integrated Ecosystems. Aalborg, Denmark: River publishers.
  • Wang, W., H. Yang, Y. Zhang, and J. Xu. 2018. “IoT-enabled Real-time Energy Efficiency Optimisation Method for Energy-intensive Manufacturing Enterprises.” International Journal of Computer Integrated Manufacturing 31 (4–5): 362–379.
  • Wang, X. V., and L. Wang. 2019. “Digital Twin-based WEEE Recycling, Recovery and Remanufacturing in the Background of Industry 4.0.” International Journal of Production Research 57 (12): 3892–3902.
  • Zheng, Y., S. Yang, and H. Cheng. 2019. “An Application Framework of Digital Twin and Its Case Study.” Journal of Ambient Intelligence and Humanized Computing 10 (3): 1141–1153.

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.