文章基本信息

标题：Stem Control of a Sliding-Stem Pneumatic Control Valve Using a Recurrent Neural Network
本地全文：下载
作者：Mohammad Heidari ; Hadi Homaei
期刊名称：Advances in Artificial Neural Systems
印刷版ISSN：1687-7594
电子版ISSN：1687-7608
出版年度：2013
卷号：2013
DOI：10.1155/2013/410870
出版社：Hindawi Publishing Corporation
摘要：This paper presents a neural scheme for controlling an actuator of pneumatic control valve system. Bondgraph method has been used to model the actuator of control valve, in order to compare the response characteristics of valve. The proposed controller is such that the system is always operating in a closed loop, which should lead to better performance characteristics. For comparison, minimum- and full-order observer controllers are also utilized to control the actuator of pneumatic control valve. Simulation results give superior performance of the proposed neural control scheme.