Research of BP Neural Network Algorithm Testing Platform based on OPC Communication

被引：0
|
作者：
Chen, Bingwu [1 ]
Chen, Xing [1 ]
Shu, Huipeng [1 ]
机构：
[1] China Three Gorges Univ, Coll Elect Engn & New Energy, Yichang, Peoples R China
来源：
MECHANICAL COMPONENTS AND CONTROL ENGINEERING III | 2014年 / 668-669卷
关键词：
OPC; MCGS; MATLAB; BP neural network; Control;
D O I：
10.4028/www.scientific.net/AMM.668-669.575
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
Effective control algorithm can be applied to the real-time control system by the data exchange between MCGS and MATLAB with OPC technology, as a result, a testing platform for advanced control algorithms is established. The paper presents a second-order liquid level control system for research example; the BP neural network algorithm is applied to the control system. The communication process verifies that the data exchange is reliable and the simulation results show the control of the BP neural network algorithm for real-time optimized control process is effective.
引用
收藏
页码：575 / 580
页数：6
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