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Small mill economic machine quantitative moisture BP neural network PID control system

Author: LiaoYuMei
Tutor: FengLiHui
School: Kunming University of Science and Technology
Course: Control Theory and Control Engineering
Keywords: Machine Modeling Model validation BP neural network PID control MATLAB simulation
CLC: TP183
Type: Master's thesis
Year: 2006
Downloads: 134
Quote: 1
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Abstract


In this thesis, starting from the point of view of practical application , object to , the small mills economic machine quantitative moisture control system , the economy , a small paper mill paper machine quantitative , moisture control system process work process and its automatic control theory . Uncertainty for this system , multi - variable , strong coupling , nonlinear , large dead time , the state is not fully measured , frequent changes in operating conditions and other characteristics , system modeling using multiple linear regression methods . Upon examination, the model can better predict the effect . In this paper, using the BP neural network PID controller and the conventional PID controller , the machine quantitative water system model established control simulation study , BP neural network PID controller with a transition time , control of the other advantages of better that BP neural network PID controller on multivariable , strong coupling , nonlinear , large deadtime system has better control effect .

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CLC: > Industrial Technology > Automation technology,computer technology > Automated basic theory > Artificial intelligence theory > Artificial Neural Networks and Computing
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