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The application on fuzzy neural control in boiler liquid level control system

机译:锅炉液位控制系统模糊神经控制的应用

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For the character of nonlinear and the time-varying in industrial boiler liquid level control process, which has been difficult to meet the requirements of control precision of nonlinear system based on the conventional PID cascade control, the paper puts forward the boiler liquid level control based on fuzzy neural network. It aims to put the self-learning ability of neural network into fuzzy control, which does not need to establish specific mathematical model to achieve the level control. Through the MATLAB design and simulation of the boiler liquid level system, the results are compared with the conventional PID control and fuzzy PID control, then it shows that the method is effective.
机译:对于非线性和工业锅炉液位控制过程的时变的特征,这一直难以满足基于传统PID级联控制的非线性系统控制精度要求,提出了基于锅炉液位控制论模糊神经网络。它旨在将神经网络的自学习能力置于模糊控制中,这不需要建立特定的数学模型来实现水平控制。通过MATLAB设计和仿真锅炉液位系统,将结果与传统的PID控制和模糊PID控制进行比较,然后表明该方法是有效的。

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