| 计算机通信及神经网络技术在软测量中的应用 |
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| 引用本文： | 蔡宁,赵英凯,张湜.计算机通信及神经网络技术在软测量中的应用[J].陶瓷科学与艺术,2001(5). |
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| 作者姓名： | 蔡宁 赵英凯 张湜 |
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| 作者单位： | 南京化工大学信息科学与工程学院 江苏南京210009
(蔡宁，赵英凯)，南京化工大学信息科学与工程学院 江苏南京210009(张湜) |
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| 基金项目： | 国家自然科学基金资助项目 ( 5 960 5 0 0 8) |
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| 摘 要： | 介绍了基于OPC的DCS与微机网络数据通信技术和基于神经网络预估技术在生产过程软测量系统中的应用。以某己内酰胺装置软测量系统的开发为例 ,讨论了相关技术问题和解决思路。现场的实测数据仿真验证结果表明了软测量系统的有效性 ,最后给出了软测量技术应与生产过程优化相结合的方向发展
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| 关 键 词： | 软测量 神经网络 OLE for Process Control(OPC) 己内酰胺 预估 |
Application of computer communication and neural network technology in design and realization of soft-sensing system |
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| CAI Ning,ZHAO Ying kai,ZHANG Shi College of Information Science and Engineering,Nanjing University of Chemical Technology,Nanjing ,China.Application of computer communication and neural network technology in design and realization of soft-sensing system[J].Ceramics Science & Art,2001(5). |
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| Authors: | CAI Ning ZHAO Ying kai ZHANG Shi College of Information Science and Engineering Nanjing University of Chemical Technology Nanjing China |
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| Affiliation: | CAI Ning,ZHAO Ying kai,ZHANG Shi College of Information Science and Engineering,Nanjing University of Chemical Technology,Nanjing 210009,China |
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| Abstract: | The design and realization of a soft sensing system and problems related with its application in caprolactam production process were presented. Not only the computer communication technology base on OPC but also the preestimate technology based on neural network was described in details. The results show that soft sensing technique is effective. |
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| Keywords: | soft sensing OLE for Process (OPC) neural network caprolactam preestimate |
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