| 用于铸铁力学性能快速预测的人工神经网络 |
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| 引用本文： | 夏善木,李大勇.用于铸铁力学性能快速预测的人工神经网络[J].应用科学学报,2002,20(3):309-312. |
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| 作者姓名： | 夏善木 李大勇 |
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| 作者单位： | 哈尔滨理工大学材料学院, 黑龙江哈尔滨 150080 |
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| 基金项目： | 黑龙江省自然科学基金资助项目(E9926) |
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| 摘 要： | 对人工神经网络用于铸铁力学性能预测进行了系统的研究,并利用Matlab建立了一个基于热分析的预测网络,同时采用了多种有效的方法以提高网络的性能.测试结果表明网络具有良好的泛化能力,能准确快速地预测铸铁力学性能.
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| 关 键 词： | 热分析 人工神经网络 力学性能 |
| 文章编号： | 0255-8297(2002)-03-0309-04 |
| 收稿时间： | 2000-11-09 |
| 修稿时间： | 2001-11-03 |
The Network for Fast Prediction of Mechanical Properties of Cast Iron |
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| XIA Shan mu,LI Da yong.The Network for Fast Prediction of Mechanical Properties of Cast Iron[J].Journal of Applied Sciences,2002,20(3):309-312. |
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| Authors: | XIA Shan mu LI Da yong |
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| Institution: | College of Material, Harbin University of Science and Technology, Harbin 150080, China |
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| Abstract: | The artificial neural network for fast prediction of mechanical properties of cast iron has been studied. Matlab is used to create and train a predicting network. Meanwhile some efficient methods have been adopted to promote the performance of the network. The testing result shows that the network has a fine ability of generalization and can predict mechanical properties of cast iron precisely and quickly. |
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| Keywords: | mechanical property ANNs thermal analysis |
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