Skip to main content

2023 | OriginalPaper | Buchkapitel

Construction Process Simulation Facing Digital Twin

verfasst von : M. S. Dong, B. Yang, Y. L. Han, S. S. Jiang, B. D. Liu

Erschienen in: Proceedings of The 17th East Asian-Pacific Conference on Structural Engineering and Construction, 2022

Verlag: Springer Nature Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

With the development of digitization, informatization, and intelligence in the field of civil engineering, a large amount of data has been accumulated during the construction process, forming engineering big data. How to effectively analyze the construction process by mining the relationship between these data to improve the management efficiency will be an important research direction. Graphs have natural advantages in describing complex association relationships between data and are widely used in the analysis and mining of association relationships. Therefore, this paper will make full use of the relationship between construction data based on the graph database to establish a process simulation framework facing digital twin. This framework consists of three parts. Firstly, data collection from BIM models, surveillance videos, and IoT networks is stored in a graph database. Secondly, the graph database will be imported into a discrete event simulation model to automatedly simulate the future construction process with the results written back to the graph database. This DES model will make full use of this data and its relationships to obtain a more reasonable result. Process information obtained from this DES, such as schedule information, resource information, cost information, will be directly connected to the components. Thirdly, the as-planned process, as-built construction process, and graph database-based process analysis results will be dynamically displayed on the digital twin model to support real-time decision-making. A case study is demonstrated to verify the proposed framework’s validity and feasibility.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Eastman, C.M., Eastman, C., Teicholz, P., Sacks, R., Liston, K.: BIM Handbook: A Guide to Building Information Modeling for Owners, Managers, Designers, Engineers and Contractors. Wiley, Hoboken (2011) Eastman, C.M., Eastman, C., Teicholz, P., Sacks, R., Liston, K.: BIM Handbook: A Guide to Building Information Modeling for Owners, Managers, Designers, Engineers and Contractors. Wiley, Hoboken (2011)
Zurück zum Zitat Huang, Y., Seck, M.D., Verbraeck, A.: From data to simulation models: component-based model generation with a data-driven approach. In: Jain, S., Creasey, R., Himmelspach, J. (eds.) Proceedings of the 2011 Winter Simulation Conference (WSC), pp. 3719–3729. IEEE, New York (2011) Huang, Y., Seck, M.D., Verbraeck, A.: From data to simulation models: component-based model generation with a data-driven approach. In: Jain, S., Creasey, R., Himmelspach, J. (eds.) Proceedings of the 2011 Winter Simulation Conference (WSC), pp. 3719–3729. IEEE, New York (2011)
Zurück zum Zitat Isaac, S., Sadeghpour, F., Navon, R.: Analyzing building information using graph theory. In: ISARC Proceedings, pp. 1013–1020 (2013) Isaac, S., Sadeghpour, F., Navon, R.: Analyzing building information using graph theory. In: ISARC Proceedings, pp. 1013–1020 (2013)
Zurück zum Zitat Ismail, A., Nahar, A., Scherer, R., Dresden, T.: Application of graph databases and graph theory concepts for advanced analysing of BIM models based on IFC standard. Presented at the Proceedings of EGICE, pp. 161–173 (2017) Ismail, A., Nahar, A., Scherer, R., Dresden, T.: Application of graph databases and graph theory concepts for advanced analysing of BIM models based on IFC standard. Presented at the Proceedings of EGICE, pp. 161–173 (2017)
Zurück zum Zitat Kalemi, E.V., Cheung, F., Tawil, A.-R., Patlakas, P., Alyania, K.: ifcOWL-DfMA a new ontology for the offsite construction domain. Presented at the Proceedings of the 8th Linked Data in Architecture and Construction Workshop, pp. 105–117 (2020) Kalemi, E.V., Cheung, F., Tawil, A.-R., Patlakas, P., Alyania, K.: ifcOWL-DfMA a new ontology for the offsite construction domain. Presented at the Proceedings of the 8th Linked Data in Architecture and Construction Workshop, pp. 105–117 (2020)
Zurück zum Zitat Lu, M., Zhang, Y., Zhang, J., Hu, Z., Li, J.: Integration of four-dimensional computer-aided design modeling and three-dimensional animation of operations simulation for visualizing construction of the main stadium for the Beijing 2008 Olympic games. Can. J. Civ. Eng. 36, 473–479 (2009). https://doi.org/10.1139/L08-145CrossRef Lu, M., Zhang, Y., Zhang, J., Hu, Z., Li, J.: Integration of four-dimensional computer-aided design modeling and three-dimensional animation of operations simulation for visualizing construction of the main stadium for the Beijing 2008 Olympic games. Can. J. Civ. Eng. 36, 473–479 (2009). https://​doi.​org/​10.​1139/​L08-145CrossRef
Zurück zum Zitat Wagner, A., Ruppel, U.: BPO: the building product ontology for assembled products. Presented at the Proceedings of the 7th Linked Data in Architecture and Construction Workshop, Lisbon, Portugal, pp. 106–119 (2019) Wagner, A., Ruppel, U.: BPO: the building product ontology for assembled products. Presented at the Proceedings of the 7th Linked Data in Architecture and Construction Workshop, Lisbon, Portugal, pp. 106–119 (2019)
Metadaten
Titel
Construction Process Simulation Facing Digital Twin
verfasst von
M. S. Dong
B. Yang
Y. L. Han
S. S. Jiang
B. D. Liu
Copyright-Jahr
2023
Verlag
Springer Nature Singapore
DOI
https://doi.org/10.1007/978-981-19-7331-4_22