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Design optimization of the robot manipulator based on global performance indices using the grey-based taguchi method

Authors
Lim, Hyun-SeopHwang, Soon-WoongShin, Kyoo-SikHan, Chang-Soo
Issue Date
Sep-2010
Publisher
IFAC Secretariat
Keywords
Design optimization; Global conditioning index; Global performance indices; Grey-based taguchi method; Redundant manipulator; Structural length index
Citation
IFAC Proceedings Volumes (IFAC-PapersOnline), v.43, no.18, pp.285 - 292
Indexed
SCOPUS
Journal Title
IFAC Proceedings Volumes (IFAC-PapersOnline)
Volume
43
Number
18
Start Page
285
End Page
292
URI
https://scholarworks.bwise.kr/erica/handle/2021.sw.erica/40429
DOI
10.3182/20100913-3-US-2015.00078
ISSN
1474-6670
Abstract
This paper presents the procedure and the results of the multi-objective optimization for designing a seven-degree-of-freedom (7DOF) robot manipulator that has higher global performance, which pertains to the global conditioning and structural length indices. The Taguchi method was used to reduce the time for analyzing the global performance of the robot manipulator. Grey relational analysis was done to deal with the multiple performances of the manipulator by converting multiple responses into a single response with a Grey relational grade. Analysis of variance (ANOVA) was done to analyze the effect of the link parameters on the performance of the robot manipulator, and to find which link parameter affects the performance of the robot manipulator. The results of the optimization of the prototype robot manipulator are presented herein. © 2010 IFAC.
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ERICA 공학대학 (DEPARTMENT OF ROBOT ENGINEERING)
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