Optimal Design of Link Systems Using Successive Zooming Genetic Algorithm

被引:0
|
作者
Kwon, Young-doo [1 ]
Sohn, Chang-hyun [1 ]
Kwon, Soon-bum [1 ]
Lim, Jae-gyoo [2 ]
机构
[1] Kyungpook Natl Univ, Dept Mech Engn, Taegu 702701, South Korea
[2] Moton Corporat, R&D Ctr, Taegu 704920, South Korea
来源
SECOND INTERNATIONAL CONFERENCE ON SMART MATERIALS AND NANOTECHNOLOGY IN ENGINEERING | 2009年 / 7493卷
关键词
four-bar link system; weighting factors; optimal design; genetic algorithm; SZGA; OPTIMIZATION;
D O I
10.1117/12.843396
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Link-systems have been around for a long time and are still used to control motion in diverse applications such as automobiles, robots and industrial machinery. This study presents a procedure involving the use of a genetic algorithm for the optimal design of single four-bar link systems and a double four-bar link system used in diesel engine. We adopted the Successive Zooming Genetic Algorithm (SZGA), which has one of the most rapid convergence rates among global search algorithms. The results are verified by experiment and the Recurdyn dynamic motion analysis package. During the optimal design of single four-bar link systems, we found in the case of identical input/output (IO) angles that the initial and final configurations show certain symmetry. For the double link system, we introduced weighting factors for the multi-objective functions, which minimize the difference between output angles, providing balanced engine performance, as well as the difference between final output angle and the desired magnitudes of final output angle. We adopted a graphical method to select a proper ratio between the weighting factors.
引用
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页数:8
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