Abstract
Research on human–machine collaboration in Industry 5.0 has attracted significant attention in the manufacturing sector. Although human–robot collaboration can improve work efficiency and productivity, the design of its process is time consuming and cost intensive. The digitalization of machines facilitates automation and improves the intelligence of mechanical tasks. However, the digitalization of humans to improve the intelligence of operation functions for workers is difficult. To solve the difficulty of human digitalization, this study designed a human–robot interaction application based on motion capture using a digital human and virtual robot. The proposed framework supports process managers and shop-floor workers. Process managers can design the optimal collaborative process by interacting with robots and identifying their movements in the virtual world. Shop-floor workers can avoid collision accidents with robots by checking the future movements of the robot in the virtual world, on the basis of which they become proficient in the collaborative task to be actually performed in the physical world. An experiment was conducted on a virtual shop-floor that was modeled based on a physical shop-floor. The experimental results showed that a worker can avoid collision with the help of the proposed framework. Thus, the proposed framework can prevent collisions and accidents during the human–robot collaboration process in the real world.
| Original language | English |
|---|---|
| Title of host publication | Product Lifecycle Management. PLM in Transition Times |
| Subtitle of host publication | The Place of Humans and Transformative Technologies - 19th IFIP WG 5.1 International Conference, PLM 2022, Revised Selected Papers |
| Editors | Frédéric Noël, Felix Nyffenegger, Louis Rivest, Abdelaziz Bouras |
| Publisher | Springer Science and Business Media Deutschland GmbH |
| Pages | 368-377 |
| Number of pages | 10 |
| ISBN (Print) | 9783031251818 |
| DOIs | |
| State | Published - 2023 |
| Event | 19th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2022 - Grenoble, France Duration: 10 Jul 2022 → 13 Jul 2022 |
Publication series
| Name | IFIP Advances in Information and Communication Technology |
|---|---|
| Volume | 667 IFIP |
| ISSN (Print) | 1868-4238 |
| ISSN (Electronic) | 1868-422X |
Conference
| Conference | 19th IFIP WG 5.1 International Conference on Product Lifecycle Management, PLM 2022 |
|---|---|
| Country/Territory | France |
| City | Grenoble |
| Period | 10/07/22 → 13/07/22 |
UN SDGs
This output contributes to the following UN Sustainable Development Goals (SDGs)
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SDG 9 Industry, Innovation, and Infrastructure
Keywords
- Digital human
- Force feedback
- Haptic feedback
- Human–robot interaction
- Immersive analytics
- Virtual human
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