Research on fabrics stack separation and transfer method based on Bernoulli suction cup non-contact grasping technology
Source abstract
Abstract
Separating fabrics stack using mechanical devices is considered a major obstacle to automation in garment processing due to their low density, low bending stiffness, and air permeability. To address this challenge, this paper discusses the feasibility of using a non-contact Bernoulli suction cup for automated separation and transfer of fabrics stack. First, a theoretical analysis of the non-contact separation mechanism was carried out and a calculation model for the separation process parameters was proposed. Subsequently, based on the calculation model, to improve the success rate of separation, a novel gradual descent separation method was proposed by analyzing the variations of suction force of Bernoulli suction cup with process parameters. To address the problem of fabric instability and falling during non-contact transfer, a visual control method that uses machine vision technology to regulate the suction force was also introduced. Finally, the above methods were integrated to create a non-contact automatic fabrics stack separation and transfer system. The results show the following: (1) The deviation between the results of the calculation model and the measured results is 6.9%; (2) The success rate of stack separation using the gradual descent method is 96%; (3) The improved visual detector achieved a recognition accuracy of 0.982 for the sagging deformation of the fabric piece. The visual control suction method can stabilize the fabric within 300 ms at a transfer speed of 800–1000 mm/s. The method for non-contact automatic separation and transfer of fabrics stack proposed in this paper provides new ideas for related research and industrial applications.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Soft Robotics and Applications · Robot Manipulation and Learning · Power Line Inspection Robots
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
College of Mechanical Engineering, Donghua University - Songjiang Campus, Songjiang, Shanghai, China
Funding
National Key Research and Development Program of China · the Foundation of Key Laboratory of Vibration and Control of Aero-Propulsion System · Fundamental Research Funds for the Central Universities
References (36)
Show source-provided references
1. Liu L · Text Res · 2021 · 42 · 61
2. 10.1177/0040517521104188610.1177/00405175211041886 ↗
3. 10.1007/s40034-019-00145-110.1007/s40034-019-00145-1 ↗
4. 10.1108/eb00434810.1108/eb004348 ↗
5. 10.1108/0144515991029524910.1108/01445159910295249 ↗
6. 10.1080/01691864.2017.128572210.1080/01691864.2017.1285722 ↗
7. 10.1016/j.cirp.2014.05.00610.1016/j.cirp.2014.05.006 ↗
8. 10.1177/004051752098811810.1177/0040517520988118 ↗
9. 10.1177/0040517522113496310.1177/00405175221134963 ↗
10. 10.1177/0040517521103088610.1177/00405175211030886 ↗
11. 10.1109/TMECH.2013.225679310.1109/TMECH.2013.2256793 ↗
12. 10.1016/j.rcim.2012.07.00210.1016/j.rcim.2012.07.002 ↗
13. 10.1063/1.512995810.1063/1.5129958 ↗
14. 10.1061/(ASCE)EM.1943-7889.000077410.1061/(ASCE)EM.1943-7889.0000774 ↗
15. 10.1115/1.400718610.1115/1.4007186 ↗
16. 10.1109/AIM.2017.801402810.1109/AIM.2017.8014028 ↗
17. 10.1007/s00170-007-1166-x10.1007/s00170-007-1166-x ↗
18. 10.1016/j.rcim.2006.11.00210.1016/j.rcim.2006.11.002 ↗
19. Ertürk · Bull Pol Acad Sci Tech Sci · 2019 · 67 · 1125
20. Ertürk · Acta Biomed · 2020 · 91
21. 10.3846/transport.2021.1462210.3846/transport.2021.14622 ↗
22. 10.1016/j.procir.2014.10.06510.1016/j.procir.2014.10.065 ↗
23. 10.1017/S026357470200412510.1017/S0263574702004125 ↗
24. 10.1007/s00170-004-2075-x10.1007/s00170-004-2075-x ↗
25. 10.1016/j.cirp.2009.03.07610.1016/j.cirp.2009.03.076 ↗
26. 10.1016/S0007-8506(07)60638-610.1016/S0007-8506(07)60638-6 ↗
27. He F · J Donghua Univ (Nat Sci) · 2022 · 48 · 79
28. Zhang X · Text Res J · 2022 · 92 · 437410.1177/00405175221105234 ↗
29. Ke D. · 2022
30. Ergun S. · Chem Eng Prog · 1952 · 2 · 89
31. Zhang L. · J Environ Eng · 2014 · 32 · 975
32. Chen Y · J Beijing Inst Civ Eng Arch · 1991 · 9
33. 10.1109/cvpr.2016.9110.1109/cvpr.2016.91 ↗
34. 10.1109/CVPR42600.2020.0115510.1109/CVPR42600.2020.01155 ↗
35. 10.1109/CVPR46437.2021.0135010.1109/CVPR46437.2021.01350 ↗
36. 10.1109/ICCV.2017.7410.1109/ICCV.2017.74 ↗