| 基于Kohonen网络的模糊诊断技术在钢管材质分检中的应用 |
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| 引用本文： | 蒋式勤,谷秋菊.基于Kohonen网络的模糊诊断技术在钢管材质分检中的应用[J].冶金自动化,1998,22(1):34-38. |
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| 作者姓名： | 蒋式勤 谷秋菊 |
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| 作者单位： | 同济大学电气工程系!上海200092 |
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| 摘 要： | 介绍了钢管材质计算机在线分检系统的有关算法与应用 ,并用生产数据对统计分析和基于Kohonen神经网络聚类的模糊诊断的分选结果进行了分析与比较 ,指出了智能化分检方法涉及的问题和应用前景。介绍了钢管材质计算机在线分检系统的有关算法与应用 ,并用生产数据对统计分析和基于Kohonen神经网络聚类的模糊诊断的分选结果进行了分析与比较 ,指出了智能化分检方法涉及的问题和应用前景。
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| 关 键 词： | 模糊诊断 Kohonen神经网络 统计分析 钢管分检 |
The application of fuzzy diagnosis based on Kohonen neural network in the on line computer inspection of steel tube substance |
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| Jiang Shiqin,Gu Qiuju,Chen Haihong,Wang Jianqiao.The application of fuzzy diagnosis based on Kohonen neural network in the on line computer inspection of steel tube substance[J].Metallurgical Industry Automation,1998,22(1):34-38. |
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| Authors: | Jiang Shiqin Gu Qiuju Chen Haihong Wang Jianqiao |
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| Abstract: | To introduce some algorithms and their applications in the on line computer inspection system for steel tube substances. On the basis of production data, the results achieved by statistical analysis and fuzzy diagnosis which is based on clustering by Kohonen neural network are compared. Finally, the prospects of intelligent inspection methods are mentioned. |
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| Keywords: | fuzzy diagnosis Kohonen neural network statistical analysis classification inspection of steel tube |
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