DocumentCode
2224470
Title
Higher-level innovization: A case study from Friction Stir Welding process optimization
Author
Bandaru, Sunith ; Tutum, Cem Celal ; Deb, Kalyanmoy ; Hattel, Jesper Henri
Author_Institution
Kanpur Genetic Algorithms Lab., Indian Inst. of Technol. Kanpur, Kanpur, India
fYear
2011
fDate
5-8 June 2011
Firstpage
2782
Lastpage
2789
Abstract
The task of finding crucial design interdependencies in the form of mathematical relationships (empirical or otherwise) in an engineering design problem using the Pareto optimal front is referred to as innovization. Past studies on the subject have limited themselves to a single front. In this paper we introduce the higher-level innovization task through an application of a manufacturing process simulation for the Friction Stir Welding (FSW) process where commonalities among two different Pareto-optimal fronts are analyzed. Multiple design rules are simultaneously deciphered from each front separately and compared. Important design aspects of the FSW problem are revealed in the process. The overall study aims at showing how some design principles can considerably ease the task of optimizing future enhancements to the design.
Keywords
Pareto optimisation; design engineering; friction welding; Pareto optimal front; engineering design problem; friction stir welding process optimization; higher level innovization; multiple design rules; Algorithm design and analysis; Heating; Materials; Optimization; Probes; Shoulder; Welding;
fLanguage
English
Publisher
ieee
Conference_Titel
Evolutionary Computation (CEC), 2011 IEEE Congress on
Conference_Location
New Orleans, LA
ISSN
Pending
Print_ISBN
978-1-4244-7834-7
Type
conf
DOI
10.1109/CEC.2011.5949967
Filename
5949967
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