| 人工神经网络及其在焊接中的应用 |
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| 引用本文： | 裴浩东,樊丁,马跃洲,陈剑虹. 人工神经网络及其在焊接中的应用[J]. 兰州理工大学学报, 1996, 0(1) |
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| 作者姓名： | 裴浩东 樊丁 马跃洲 陈剑虹 |
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| 作者单位： | 甘肃工业大学焊接研究所，甘肃工业大学四维焊接技术研究所，甘肃工业大学焊接研究所 |
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| 基金项目： | 国家自然科学基金,甘肃省自然科学基金 |
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| 摘 要： | 介绍了ＢＰ网络、Ｈｏｐｆｉｅｌｄ．网络、ＡＲＴ网络和ＣＭＡＣ网络等几种主要的神经网络模型及其特点，阐述了神经网络在焊接领域中的应用，如焊缝跟踪、焊缝成型控制、缺陷检测、焊接接头性能预测及焊接过程稳定性控制等方面的研究现状，并探讨了其发展趋势．
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| 关 键 词： | 神经网络，焊接，跟踪，性能预测，焊缝控制 |
Artificial neural networks and their application in welding |
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| Pei Haodong,Fan Ding. Artificial neural networks and their application in welding[J]. Journal of Lanzhou University of Technology, 1996, 0(1) |
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| Authors: | Pei Haodong Fan Ding |
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| Abstract: | Artificial neural network models such as BP network, Hopfield network, ARTnetwork, and CMAC network and their features are introdtlced. The application of neuralnetworks in the field of welding such as weldWetracking,weld bead profile controlling,detection of defects,predication of welding mechanical properties,and controlling of the stabilityof the weld process are discussed. The study tendency and direction in the future are alsodiscussed. |
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| Keywords: | neural networks welding tracking performance predication weld controlling |
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