Multi-objective optimization of an auto panel drawing die face design by mesh morphing
In order to facilitate the tryout or simulation process at the end of a manual auto panel drawing die face design process, we use finite element analysis (FEA) and a multi-objective genetic algorithm (MOGA) to find all the Pareto optimal solutions in one go and to achieve the optimal design of an au...
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| Published in | Computer aided design Vol. 39; no. 10; pp. 863 - 869 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.10.2007
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0010-4485 1879-2685 |
| DOI | 10.1016/j.cad.2007.05.009 |
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| Abstract | In order to facilitate the tryout or simulation process at the end of a manual auto panel drawing die face design process, we use finite element analysis (FEA) and a multi-objective genetic algorithm (MOGA) to find all the Pareto optimal solutions in one go and to achieve the optimal design of an auto panel drawing die face instead of transforming multi-objective functions into a single objective function, and employ a novel mesh morphing technique to achieve fast modification of parametric or non-parametric addendum surfaces and binder surfaces on drawing die faces without going back to CAD for reconstruction of geometric models or to FEA for remodeling. We use an auto panel drawing die face design process as an example to illustrate the application and effectiveness of this proposed approach, and come to the conclusion that the proposed approach is more effective than the traditional manual FEA method and the ‘trial-and-error’ approach in optimizing an auto panel drawing die face design. |
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| AbstractList | In order to facilitate the tryout or simulation process at the end of a manual auto panel drawing die face design process, we use finite element analysis (FEA) and a multi-objective genetic algorithm (MOGA) to find all the Pareto optimal solutions in one go and to achieve the optimal design of an auto panel drawing die face instead of transforming multi-objective functions into a single objective function, and employ a novel mesh morphing technique to achieve fast modification of parametric or non-parametric addendum surfaces and binder surfaces on drawing die faces without going back to CAD for reconstruction of geometric models or to FEA for remodeling. We use an auto panel drawing die face design process as an example to illustrate the application and effectiveness of this proposed approach, and come to the conclusion that the proposed approach is more effective than the traditional manual FEA method and the ‘trial-and-error’ approach in optimizing an auto panel drawing die face design. |
| Author | Liu, Wei Yang, Yuying |
| Author_xml | – sequence: 1 givenname: Wei surname: Liu fullname: Liu, Wei email: liuweihit@163.com – sequence: 2 givenname: Yuying surname: Yang fullname: Yang, Yuying |
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| Cites_doi | 10.1016/j.ijmachtools.2004.10.010 10.1007/s00158-002-0247-6 10.1007/s00158-003-0347-y 10.1007/s00158-004-0455-3 10.1016/0924-0136(96)02303-5 10.1016/S0045-7949(00)00095-X 10.1016/j.jmatprotec.2004.02.033 10.1016/S0007-8506(07)63246-6 10.1016/S0924-0136(00)00413-1 10.1002/nme.954 10.1016/S0890-6955(02)00043-3 10.3901/CJME.2004.03.389 10.1016/S0261-3069(02)00079-1 10.1016/j.compstruc.2004.03.055 10.1016/j.jmatprotec.2004.06.011 10.1016/j.jmatprotec.2003.11.015 10.1016/S0924-0136(02)00786-0 10.1016/j.jmatprotec.2004.04.253 10.1007/s001580100138 10.1016/0924-0136(96)02384-9 10.1016/S0924-0136(01)00727-0 10.1002/cnm.1630040603 10.1016/S0020-7403(98)00084-8 10.4271/2002-01-2778 |
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| Keywords | Multi-objective genetic algorithm Auto panel Mesh morphing Finite element analysis (FEA) Die face |
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| Title | Multi-objective optimization of an auto panel drawing die face design by mesh morphing |
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