期刊
STEEL RESEARCH INTERNATIONAL
卷 85, 期 12, 页码 1597-1607出版社
WILEY-V C H VERLAG GMBH
DOI: 10.1002/srin.201300471
关键词
TWB; drawbead; TWIP steel; multi-objective optimization; genetic algorithm; neural net
资金
- National Research Foundation of Korea (NRF) - Korea Government (MSIP) [2012R1A5A1048294]
- National Research Foundation of Korea [2012R1A5A1048294] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)
Formability of a tailor welded blank (TWB) is affected by the strength ratio of the base metals joined. In this paper, formability of TWB with very high strength ratio made by joining twinning-induced plasticity (TWIP) and low carbon steels is numerically studied using a limiting dome height test. The drawbead geometry at the weaker side is modified to increase the dome height. The design of drawbead is optimized by treating it as a multi-objective problem with maximum dome height and minimum weldline movement as objectives, which were constructed as metamodels through a genetic algorithms based approach. The necessary data for the metamodeling are generated by finite element (FE) simulation using the commercial solver, LS-DYNA (R). The multi-objective optimization is carried out using a predator-prey genetic algorithm. The Pareto front estimated using this evolutionary approach is validated using FE simulations and a good correlation is obtained.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据