Neural network applications in polymerization processes

被引：63

作者：

Fernandes, FAN

Lona, LMF

机构：

[1] Univ Fed Ceara, Dept Engn Quim, BR-60455760 Fortaleza, Ceara, Brazil

[2] Univ Estadual Campinas, Dept Proc Quim, Fac Engn Quim, BR-13083970 Campinas, SP, Brazil

来源：

BRAZILIAN JOURNAL OF CHEMICAL ENGINEERING | 2005年 / 22卷 / 03期

关键词：

neural network; polymerization; simulation;

D O I：

10.1590/S0104-66322005000300009

中图分类号：

TQ [化学工业];

学科分类号：

0817 ;

摘要：

Neural networks currently play a major role in the modeling, control and optimization of polymerization processes and in polymer resin development. This paper is a brief tutorial on simple and practical procedures that can help in selecting and training neural networks and addresses complex cases where the application of neural networks has been successful in the field of polymerization.

引用

页码：401 / 418

页数：18

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