Modeling of Iron Matrix Composite based on In-situ and Laser Coating Technology and Optimization of Parameters

被引:0
|
作者
Yang, Lei [1 ]
Chen, Yingying [2 ]
Li, Wenge [2 ]
Sun, Xiaoyan [1 ]
机构
[1] China Univ Min & Technol, Sch Informat & Elect Engn, Xuzhou 221116, Peoples R China
[2] Shanghai Univ Engn Sci, Sch Mat Sci & Engn, Shanghai 201620, Peoples R China
来源
ADVANCED MANUFACTURING TECHNOLOGY, PTS 1, 2 | 2011年 / 156-157卷
基金
中国国家自然科学基金;
关键词
Laser cladding; In-situ synthesis; Artificial neural network; Genetic Algorithm; Iron Matrix;
D O I
10.4028/www.scientific.net/AMR.156-157.142
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The preparation of reinforced metal matrix composites used by the method of in-situ and laser cladding has become one of the interesting topics in the metal matrix composite materials. This method is adopted here to prepare the reinforced iron matrix exterior composites, and the critical task is to obtain the optimized technique parameters. The optimal process of manufacturing composite is traditionally defined via experimental methods of orthogonal arrays design, which is costly and can't get the exact parameters. Hence, we firstly use the artificial neural network to fit the relationship between the performances of the composite and the parameters so as to construct the model of the process. And the parameters are optimized by genetic algorithm. The results further verified that the method in this paper is effective.
引用
收藏
页码:142 / +
页数:2
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