| 人工神经网络在产品质量控制中的应用研究 |
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| 引用本文： | 乐清洪,赵骥,朱名铨.人工神经网络在产品质量控制中的应用研究[J].机械科学与技术(西安),2000,19(3):433-435. |
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| 作者姓名： | 乐清洪 赵骥 朱名铨 |
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| 作者单位： | 西北工业大学!西安710072 |
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| 摘 要： | 提出了利用有监督线性特征映射 (SL FM)网络构造产品质量参数预测模型的方法 ,研究了网络参数的合理选择 ,并提供了该预测模型在车削尺寸预测中的应用 ,研究表明该方法具有较高的预测精度 ,对加工过程具有一定的跟踪能力 ,在此基础上提出了加工过程智能质量控制的构想
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| 关 键 词： | 人工神经网络 预测模型 质量控制 |
| 修稿时间： | 1999-05-12 |
The Application of Artificial Neural Network on Product Quality Control |
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| LE Qing-hong,ZHAO Ji,ZHU Ming-quan.The Application of Artificial Neural Network on Product Quality Control[J].Mechanical Science and Technology,2000,19(3):433-435. |
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| Authors: | LE Qing-hong ZHAO Ji ZHU Ming-quan |
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| Affiliation: | LE Qing-hong,ZHAO Ji,ZHU Ming-quan;
(Northwestern Polytechnical University, Xi |
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| Abstract: | Supervised linear feature mapping(SLFM) network possesses the advantages of high speed of training and high learning accuracy. This paper tentatively constructs a prediction model based on SLFM network for predicting product quality characteristics.The implementation of this prediction model and parameter optimization are discussed. Experimental results show that the prediction model possesses quite good ability to track the change of manufacturing processes. Such a model can be used in on Line quality control in manufacturing processes. |
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| Keywords: | Artificial neural network Prediction model Quality control |
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