Title :
An integrated method of CAD, CAE and multi-objective optimization
Author :
Xu, Bin ; Chen, Nan
Author_Institution :
Sch. of Mech. Eng., Southeast Univ., Nanjing, China
Abstract :
An integrated method of CAD, CAE and multi-objective optimization is proposed in this paper. It integrated prototype modeling, FEM analysis and optimization procedures. In this method to design a new product, only inputs and outputs need to be defined, which resembles to a black-box. In order to validate this method, design and optimization of a manipulator in a cherry-picker are developed as a case study. The objectives are extending its working scope and decreasing its cost under the constraints of enough strength, and the design variables are geometric dimensions. Multi-objective evolutionary algorithms (MOEAs) are applied to achieve good tradeoffs between the conflicted objectives. The results indicate that this method is more efficient than enumerative algorithms, and it could approach a precise Pareto optimal front. Therefore, this method is effective and could be applied widely in engineering applications.
Keywords :
CAD; Pareto optimisation; computer aided engineering; evolutionary computation; finite element analysis; mechanical engineering; product design; CAD; CAE; FEM analysis; Pareto optimal front; cherry-picker; multi-objective evolutionary algorithms; multi-objective optimization; product design; prototype modeling; Computer aided engineering; Costs; Design automation; Design methodology; Design optimization; Optimization methods; Performance analysis; Prototypes; Software prototyping; Solid modeling; CAD; FEM; NLPQL; multi-island genetic algorithm; multi-objective optimization;
Conference_Titel :
Computer-Aided Industrial Design & Conceptual Design, 2009. CAID & CD 2009. IEEE 10th International Conference on
Conference_Location :
Wenzhou
Print_ISBN :
978-1-4244-5266-8
Electronic_ISBN :
978-1-4244-5268-2
DOI :
10.1109/CAIDCD.2009.5375416