摘要
针对实际被控对象的时变性和非线性的特点,本文将基于BP神经网络PID的控制器应用于工业控制系统中,同时设计了三层BP神经网络并对BP神经网络PID控制器的算法进行了分析。仿真结果的分析表明:本文所设计的BP神经网络PID控制器在跟随性能、抗扰性能和鲁棒性能方面表现出了良好的控制效果。
Aimed at the controlled object’s character of changing with time and non-linear,the PID controller based on BP neural network is used in industrial control system in this article.Three-layer BP neural network is designed and BP neural network PID controller algorithm is analyzed.The analysis of the simulation results showed that: the PID controller based on BP neural network has good control effect in the performance of following,anti-interference,robust.
出处
《自动化技术与应用》
2010年第5期9-12,共4页
Techniques of Automation and Applications