QI Dong-ming, CHEN Zhao-zhang, HUANG Yong-hong. Intelligent biology fermentation control system based on ARM9[J]. 2008, 27(10): 95-97+100. DOI: 10.13873/j.1000-97872008.10.034.
基于ARM9的生物发酵智能控制系统
摘要
介绍了基于ARM9内核和模糊神经网络的生物发酵智能控制系统。ARM9使用方便、实时性好
有利于复杂系统的控制。针对生物发酵控制过程中的时变性、非线性、延时性、随机性等特点
提出了采用基于遗传算法的模糊神经网络控制方法
该控制方法结合了遗传算法、模糊理论及神经网络的优点
在一定程度上解决了传统控制方法不易得到精确数学模型
难于对系统进行有效控制的不足。实验仿真表明:该系统具有较强的鲁棒性
能够达到预期的控制效果
可以实现对发酵系统进行有效控制。
Abstract
The intelligent control system of biology fermentation based on ARM9 and fuzzy neural network(FNN) is introduced.ARM9 has the advantage of good real time and convenience
which can help control the complex system.In allusion to time-varying
nonlinearity
time-lag and random of the biology formation control process
the fuzzy neural network(FNN) control technology based on genetic algorithm(GA)is proposed.This control technology combines the advantages of the genetic algorithm
fuzzy theory and neural networks.To a certain extent
it has resolved the deficiency of the traditional control that hardly finds the mathematical modal and makes effective control.It’s proved that this system has good control performance(high accuracy and good robust) and can achieve good efficiency of control to the biology formation.