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
相关论文
共 50 条
  • [42] Microstructure of a Ni matrix composite coating reinforced by in-situ TiC particles using plasma cladding
    Wu, YP
    Wang, ZH
    Lin, PH
    14TH CONGRESS OF INTERNATIONAL FEDERATION FOR HEAT TREATMENT AND SURFACE ENGINEERING, VOLS 1 AND 2, PROCEEDINGS, 2004, : 1041 - 1044
  • [43] Microstructure and growth characteristic of In-Situ synthesized TiC/Ni based composite coating
    Wang Zhenting
    Meng Junsheng
    Wang Yongdong
    Hu Guoliang
    RARE METAL MATERIALS AND ENGINEERING, 2007, 36 : 709 - 711
  • [44] Micromechanical properties of a laser-induced iron oxide–aluminum matrix composite coating
    S. Nayak
    Laura Riester
    Harry M. Meyer
    Narendra B. Dahotre
    Journal of Materials Research, 2003, 18 : 833 - 839
  • [47] Microstructure and tribological properties of in-situ synthesized TiB2-TiC/Ni based composite coating by laser cladding
    Sun, RL
    Tang, Y
    Yang, XJ
    14TH CONGRESS OF INTERNATIONAL FEDERATION FOR HEAT TREATMENT AND SURFACE ENGINEERING, VOLS 1 and 2, PROCEEDINGS, 2004, : 1000 - 1003
  • [48] Effect of heat input on the microstructure of in-situ synthesized TiN-TiB/Ti based composite coating by laser cladding
    Li, M.
    Huang, J.
    Zhu, Y. Y.
    Li, Z. G.
    SURFACE & COATINGS TECHNOLOGY, 2012, 206 (19-20): : 4021 - 4026
  • [49] In-situ composite coating of TiC particulate reinforced nickel based alloy prepared by laser cladding and its microstructure evolution
    Yang, Sen
    Zhong, Minlin
    Liu, Wenjin
    Yingyong Jiguang/Applied Laser Technology, 2002, 22 (02):
  • [50] Statistical Modeling and Optimization of Laser Cladding Stellite 6/WC Composite Coating
    Wu, Teng
    Shi, Wenqing
    Xie, Linyi
    Gong, Meimei
    Huang, Jiang
    Xie, Yuping
    He, Kuanfang
    ADVANCES IN MATERIALS SCIENCE AND ENGINEERING, 2022, 2022