Skip to main content
Erschienen in: The International Journal of Advanced Manufacturing Technology 3-4/2023

10.01.2023 | Critical Review

A systematic review on digital human models in assembly process planning

verfasst von: Ming-Yue Yin, Jian-Guang Li

Erschienen in: The International Journal of Advanced Manufacturing Technology | Ausgabe 3-4/2023

Einloggen

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

search-config
loading …

Abstract

Simulating the behavior of operators through a digital human model (DHM) is an intuitive way to reflect the human factors in the assembly process, which is important for ergonomics research in Industry 4.0. The efficiency of digital human assembly simulation has become the main bottleneck restricting the application of DHMs in assembly planning for a long time. With the development of artificial intelligence algorithms, it has become more realistic and efficient to build a human-cyber-physical system (HCPS) and achieve efficient digital human assembly planning. This paper has considered the leading technologies, advanced methods, and challenges related to digital human assembly. In terms of digital human modeling, we summarized the limitations of existing construction methods and discussed the potential of innovative methods in the field of robotics and computers for digital human motion modeling to improve the efficiency of digital human posture planning. In terms of assembly ergonomics evaluation with DHMs, we reviewed the classical assembly ergonomics evaluation methods and pointed out the parts to be improved in the existing evaluation systems. In terms of digital human assembly operation planning with DHMs, we discussed and identify the limitations of existing planning methods. And in terms of human–robot collaborative assembly with DHMs, we proposed the difficulties and the future development trends at the practical application. It is foreseeable that by improving the efficiency of the digital human posture planning and the comprehensiveness of ergonomics evaluation with DHMs, DHMs will have the potential to be more in-depth to help the operators and designers in whole process of product manufacturing industry.

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!

Literatur
14.
Zurück zum Zitat Edward YLG (2016) A journey from robot to digital human: mathematical principles and applications with MATLAB programming. Springer, Germany Edward YLG (2016) A journey from robot to digital human: mathematical principles and applications with MATLAB programming. Springer, Germany
24.
Zurück zum Zitat Yi X, Zhou Y, Habermann M, Shimada S, Golyanik V, Theobalt C, Xu F (2022) Physical inertial poser (PIP): physics-aware real-time human motion tracking from sparse inertial sensors. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/cvpr52688.2022.01282 Yi X, Zhou Y, Habermann M, Shimada S, Golyanik V, Theobalt C, Xu F (2022) Physical inertial poser (PIP): physics-aware real-time human motion tracking from sparse inertial sensors. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). https://​doi.​org/​10.​1109/​cvpr52688.​2022.​01282
39.
Zurück zum Zitat Seydel A, Farrell K, Johnson R, Marler T, Rahmatalla S, Bhatt R, Abdel-Malek K (2017) Improved motion capture processing for high-fidelity human models using optimization-based prediction of posture and anthropometry. Adv Human Factors Simul Model 549–561. https://doi.org/10.1007/978-3-319-60591-3_50 Seydel A, Farrell K, Johnson R, Marler T, Rahmatalla S, Bhatt R, Abdel-Malek K (2017) Improved motion capture processing for high-fidelity human models using optimization-based prediction of posture and anthropometry. Adv Human Factors Simul Model 549–561. https://​doi.​org/​10.​1007/​978-3-319-60591-3_​50
53.
Zurück zum Zitat Luxenburger A, Mohr J, Spieldenner T, Merkel D, Espinosa F, Schwartz T, Reinicke F, Ahlers J, Stoyke M (2019) Augmented reality for human-robot cooperation in aircraft assembly. 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). https://doi.org/10.1109/aivr46125.2019.00061 Luxenburger A, Mohr J, Spieldenner T, Merkel D, Espinosa F, Schwartz T, Reinicke F, Ahlers J, Stoyke M (2019) Augmented reality for human-robot cooperation in aircraft assembly. 2019 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR). https://​doi.​org/​10.​1109/​aivr46125.​2019.​00061
72.
Zurück zum Zitat Pandya AK, Hasson SM (1992) Correlation and prediction of dynamic human isolated joint strength from lean body mass. Beijing University of Aeronautics and Astronautics, Beijing Pandya AK, Hasson SM (1992) Correlation and prediction of dynamic human isolated joint strength from lean body mass. Beijing University of Aeronautics and Astronautics, Beijing
73.
Zurück zum Zitat Mortensen J, Trkov M, Merryweather A (2018) Improved ergonomic risk factor assessment using opensim and inertial measurement units. Proceedings of the 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies. https://doi.org/10.1145/3278576.3278589 Mortensen J, Trkov M, Merryweather A (2018) Improved ergonomic risk factor assessment using opensim and inertial measurement units. Proceedings of the 2018 IEEE/ACM International Conference on Connected Health: Applications, Systems and Engineering Technologies. https://​doi.​org/​10.​1145/​3278576.​3278589
90.
104.
120.
130.
Zurück zum Zitat Mhenni F, Vitolo F, Rega A, Plateaux R, Hehenberger P, Patalano S, Choley JY (2022) Heterogeneous models integration for safety critical mechatronic systems and related digital twin definition: application to a collaborative workplace for aircraft assembly. Appl Sci 12(6):2787. https://doi.org/10.3390/app12062787CrossRef Mhenni F, Vitolo F, Rega A, Plateaux R, Hehenberger P, Patalano S, Choley JY (2022) Heterogeneous models integration for safety critical mechatronic systems and related digital twin definition: application to a collaborative workplace for aircraft assembly. Appl Sci 12(6):2787. https://​doi.​org/​10.​3390/​app12062787CrossRef
136.
Metadaten
Titel
A systematic review on digital human models in assembly process planning
verfasst von
Ming-Yue Yin
Jian-Guang Li
Publikationsdatum
10.01.2023
Verlag
Springer London
Erschienen in
The International Journal of Advanced Manufacturing Technology / Ausgabe 3-4/2023
Print ISSN: 0268-3768
Elektronische ISSN: 1433-3015
DOI
https://doi.org/10.1007/s00170-023-10804-8

Weitere Artikel der Ausgabe 3-4/2023

The International Journal of Advanced Manufacturing Technology 3-4/2023 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.