Adaptive process optimization using functional-link networks and evolutionary optimization

被引：28
|
作者：
Cass, R [1 ]
Radl, B [1 ]
机构：
[1] PEGASUS TECHNOL CORP,PAINESVILLE,OH
来源：
CONTROL ENGINEERING PRACTICE | 1996年 / 4卷 / 11期
关键词：
neural networks; functional-link network; evolutionary programming; combustion; process optimization; supervisory control; optimal control;
D O I：
10.1016/0967-0661(96)00173-6
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper reports on a process optimization software system which improves plant operating performance on-line and continuously. The system combines neural network modeling and multi-objective constrained nonlinear optimization capabilities, Application of the system to process modeling and optimization in general, and in the specific domain of coal fired furnaces, is addressed, and results of applying the system are reported.
引用
收藏
页码：1579 / 1584
页数：6
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