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Automated picking-sorting system for assembling components in an IKEA chair based on the robotic vision system

Authors
Yang, RuizhiNguyen, Thong PhiPark, Sung HyukYoon, Jonghun
Issue Date
Jun-2022
Publisher
TAYLOR & FRANCIS LTD
Keywords
Assembling lines; computer vision; neural network applications; image processing
Citation
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, v.35, no.6, pp 583 - 597
Pages
15
Indexed
SCIE
SCOPUS
Journal Title
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
Volume
35
Number
6
Start Page
583
End Page
597
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/108189
DOI
10.1080/0951192X.2021.1992658
ISSN
0951-192X
1362-3052
Abstract
With the rapid growth of the furniture product line industry and IKEA as the one of the pioneers, manual labour (and its limits of stability and high cost) is increasingly being replaced by automated systems. This is particularly due to the explosion of artificial intelligence techniques, which are practically useful in assembling tasks, which is one of the most common processes in furniture production. Loading connecting components with a standard posture is a representative example of a technique that is necessary and mostly performed by humans at present. This paper mainly focuses on the development of an automaticity robot system that provides an accurate and robust system for picking and sorting connecting components with two robot arms combined with optimized socket designs to increase the success probability. The performance of the proposed picking-sorting robots has been validated with success rates of picking-and-sorting tests ranging from 91.8% to 98.7% for all types of objects and operation times from 17.5 s to 25 s.
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COLLEGE OF ENGINEERING SCIENCES > DEPARTMENT OF MECHANICAL ENGINEERING > 1. Journal Articles

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Yoon, Jong hun
ERICA 공학대학 (DEPARTMENT OF MECHANICAL ENGINEERING)
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