| 应用人工神经网络模拟腈纶五效减压蒸发系统 |
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| 引用本文： | 汪慧春,赵曙辉,罗旭东,马访中,李文刚. 应用人工神经网络模拟腈纶五效减压蒸发系统[J]. 合成纤维工业, 2006, 29(2): 40-42 |
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| 作者姓名： | 汪慧春 赵曙辉 罗旭东 马访中 李文刚 |
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| 作者单位： | 东华大学化工学院,上海,200051;中国石化安庆石化总厂,安徽,安庆,246002;东华大学材料学院,上海,200051 |
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| 摘 要： | 利用Matlab所提供的人工神经网络模拟五效蒸发系统的非线性过程。模拟采用在生产过程中采集的数据,生成模拟五效减压蒸发系统中进料量、各效阀位等参数、各效蒸发器壳程压力关系的人工神经网络。用此网络处理相关操作参数,得到模拟的生产效果。将模拟效果与实际生产过程中的数据对比发现,两者十分接近。
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| 关 键 词： | 聚丙烯腈纤维 蒸发系统 减压 人工神经网络 模拟 |
| 文章编号： | 1001-0041(2006)02-0040-03 |
| 收稿时间： | 2005-06-14 |
| 修稿时间： | 2006-01-11 |
Modeling of five-effect underpressure evaporation system for PAN fiber based on artificial neural network |
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| Wang Huichun,Zhao Shuhui,Luo Xudong,Ma Fangzhong,Li Wengang. Modeling of five-effect underpressure evaporation system for PAN fiber based on artificial neural network[J]. China Synthetic Fiber Industry, 2006, 29(2): 40-42 |
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| Authors: | Wang Huichun Zhao Shuhui Luo Xudong Ma Fangzhong Li Wengang |
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| Affiliation: | 1. College of Chemical Engineering, Donghua University, Shanghai 200051; 2. SINOPEC Anqing Petrochemical Works, Anqing 246002 ; 3. College of Material Science and Engineering, Donghua University, Shanghai 200051 |
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| Abstract: | The non-linear process of five-effect evaporation system was simulated by using artificial neural network provided by Matlab. An artificial neural network was created for simulating the relationship among in-feeding,valves and shell route pressure of evaporation tanks based on the data from actual production line. This network was used to process the relative operation data and simulate the production situation. The simulated production situation was compared with the actual production and was found to be similar to the actual production. |
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| Keywords: | polyacrylonitrile fiber evaporation system underpressure artificial neural network simulation |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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