| Matlab神经网络工具箱及其在软测量建模中的应用 |
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| 引用本文： | 郭庆武,张湜,林锦国.Matlab神经网络工具箱及其在软测量建模中的应用[J].东南大学学报(自然科学版),2003,33(Z1):209-212. |
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| 作者姓名： | 郭庆武 张湜 林锦国 |
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| 作者单位： | 南京工业大学自动化学院,南京,210009 |
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| 摘 要： | 介绍了Matlab神经网络工具箱的一些重要内容,包括数据预处理、训练算法比较、网络泛化能力等.结合一个工业实例阐述了其在软测量建模中的应用,最后通过仿真分析了建模效果.结果表明,利用Matlab神经网络工具箱进行软测量建模研究是行之有效的.
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| 关 键 词： | Matlab 软测量技术 神经网络对象 工具箱 |
| 文章编号： | 1001-0505(2003)增刊-0209-04 |
| 修稿时间： | 2003年5月15日 |
Neural network toolbox in Matlab and its application in building soft-sensing models |
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| Guo Qingwu,Zhang Shi,Lin Jinguo.Neural network toolbox in Matlab and its application in building soft-sensing models[J].Journal of Southeast University(Natural Science Edition),2003,33(Z1):209-212. |
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| Authors: | Guo Qingwu Zhang Shi Lin Jinguo |
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| Abstract: | This paper introduced some content of neural network toolbox in Matlab, including data pretreatment, training arithmetic comparison, network generalization, etc., explains its application in the domain of building soft sensing models with an industrial instance. Finally, the modeling effect is analyzed through simulation. The result indicates it is effective to apply Matlab neural network toolbox to the study of building soft sensing models. |
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| Keywords: | Matlab soft sensing technique neural network object toolbox |
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