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Multi-objective optimization of crimping of large-diameter welding pipe

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Fan Lifeng 1 *   Gao Ying 2   Yun Jianbin 3   Li Zhipeng 4  
文摘 Crimping is widely adopted in the production of large-diameter submerged-arc welding pipes. Traditionally, designers obtain the technical parameters for crimping from experience or by trial and error through experiments and the finite element(FE) method. However, it is difficult to achieve ideal crimping quality by these approaches. To resolve this issue, crimping parameter design was investigated by multi-objective optimization. Crimping was simulated using the FE code ABAQUS and the FE model was validated experimentally. A welding pipe made of X80 high-strength pipeline steel was considered as a target object and the optimization problem for its crimping was formulated as a mathematical model and crimping was optimized. A response surface method based on the radial basis function was used to construct a surrogate model; the genetic algorithm NSGA-II was adopted to search for Pareto solutions; grey relational analysis was used to determine the most satisfactory solution from the Pareto solutions. The obtained optimal design of parameters shows good agreement with the initial design and remarkably improves the crimping quality. Thus, the results provide an effective approach for improving crimping quality and reducing design times.
来源 Journal of Central South University ,2015,22(7):2540-2548 【核心库】
DOI 10.1007/s11771-015-2783-4
关键词 crimping ; welding pipe ; optimization ; grey system theory ; genetic algorithm
地址

1. Transportation Institute, Inner Mongolia University, Hohhot, 010070  

2. College of Material Science and Engineering, Hebei University of Science and Technology, Shijiazhuang, 050018  

3. Product Quality Inspection Institute of Inner Mongolia, Hohhot, 010070  

4. Institute of Aircraft Design, Shenyang, 110035

语种 英文
文献类型 研究性论文
ISSN 2095-2899
学科 数学
基金 supported by the Natural Science Foundation of Hebei Provincial Education Department, China ;  supported by the Natural Science Foundation of Hebei Provincial Technology Department, China ;  supported by the Inner Mongolia Higher School Science and Technology Research Program, China ;  supported by the Natural Science Foundation of Inner Mongolia, China ;  supported by the Program of Higher-level Talents Fund of Inner Mongolia University, China
文献收藏号 CSCD:5501707

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引证文献 1 篇

1 Fan Lifeng Research on deformation characteristics of JCOE forming in large diameter welding pipe Advances in Manufacturing,2016,4(3):268-277
CSCD被引 4 次

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