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作者:

Chen, J.-M. (Chen, J.-M..) (学者:陈继民) | Xiao, R.-S. (Xiao, R.-S..) (学者:肖荣诗) | Zuo, T.-C. (Zuo, T.-C..) | Wang, Y.-W. (Wang, Y.-W..)

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Scopus PKU CSCD

摘要:

In laser cutting, many factors influence cutting quality. An intelligent system was developed in order that the cutting parameters can be created quantitatively. This system is different from database and normal expert system. It combines factor experiment method and artificial neural network (ANN). Only a few tests are required to obtain basic data and then the test results are input into the ANN system. After the ANN is trained and learns from the test results, the system can produce laser cutting knowledge and optimized parameters. Based on test data and knowledge, the cutting parameters given by the system will be more accuracy and reliable. Finally the intelligent system was applied to select 3D position laser cutting parameters. It shows that the system is very effective and useful.

关键词:

Artificial neural network (ANN); Intelligent; Laser cutting parameters; Laser technique

作者机构:

  • [ 1 ] [Chen, J.-M.]Natl. Ctr. of Laser Technol., Beijing Polytech. Univ., Beijing 100022, China
  • [ 2 ] [Xiao, R.-S.]Natl. Ctr. of Laser Technol., Beijing Polytech. Univ., Beijing 100022, China
  • [ 3 ] [Zuo, T.-C.]Natl. Ctr. of Laser Technol., Beijing Polytech. Univ., Beijing 100022, China
  • [ 4 ] [Wang, Y.-W.]He'nan Kaida Intl. Trade Co., Zhengzhou 450008, China

通讯作者信息:

  • 陈继民

    [Chen, J.-M.]Natl. Ctr. of Laser Technol., Beijing Polytech. Univ., Beijing 100022, China

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来源 :

Chinese Journal of Lasers

ISSN: 0258-7025

年份: 2004

期: 6

卷: 31

页码: 757-760

被引次数:

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