Implementation of a Digital Twin Framework in the Modular Housing Industry

Anne Fischer, Jorge Rodriguez Llorens, Zhen Cai, Michael Wilke, Stephan Kessler, Johannes Fottner

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

4 Scopus citations

Abstract

The construction industry is one of the minor digitized industries, and it has been characterized by a below- average increase in productivity in recent decades. The modular housing sector copies the production system of the manufacturing industry to meet these deficits, which makes it a perfect example for evaluating Industry 4.0 technologies. This paper explores the methodology and possibilities of implementing a digital twin of a modular housing production plant to optimize its production. The proposed approach based on a Digital Twin (DT) framework consists of three consecutive parts: (1) analyzing the production system by using the Lean tool of Value-Stream Mapping extended (x-VSM) towards Discrete-Event Simulation (DES) models, (2) collecting real- time data to track and trace the system's bottleneck by using Radio-Frequency Identification Devices (RFID) as a Tracking- and-Tracing system (TaT), and (3) optimizing it by using DES. Three scenarios to eliminate waste, increase throughput, and identify the best possible TaT implementation have been simulated. The results are a 64 % inventory reduction, a 20 % faster production lead time, and the finding of the critical part to be tracked using RFID. The resulting model has shown to be a valuable instrument for understanding the different process interdependencies. Moreover, it has been used as a support tool for middle management to assess the impact of different optimization approaches quantitatively. Overall, this paper shows the implications of combining DES and TaT systems towards a DT of a modular housing production plant.

Original languageEnglish
Title of host publication2022 IEEE 28th International Conference on Engineering, Technology and Innovation, ICE/ITMC 2022 and 31st International Association for Management of Technology, IAMOT 2022 Joint Conference - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)9781665488174
DOIs
StatePublished - 2022
Event28th IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2022 and 31st International Association for Management of Technology, IAMOT 2022 Joint Conference - Nancy, France
Duration: 19 Jun 202223 Jun 2022

Publication series

Name2022 IEEE 28th International Conference on Engineering, Technology and Innovation, ICE/ITMC 2022 and 31st International Association for Management of Technology, IAMOT 2022 Joint Conference - Proceedings

Conference

Conference28th IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2022 and 31st International Association for Management of Technology, IAMOT 2022 Joint Conference
Country/TerritoryFrance
CityNancy
Period19/06/2223/06/22

Keywords

  • Digital Twin (DT)
  • Discrete-Event Simulation (DES)
  • Modular housing building
  • Radio-Frequency Identification Devices (RFID)
  • Tracking-and- Tracing system (TaT)
  • extended Value-Stream Mapping (x- VSM)

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