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Study of Double-holding Water Tank Liquid Level Control Base on Neural Networks PID Control

机译:基于神经网络PID控制的双控水箱液位控制基础研究

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Aiming at the problem of the effect of longtime delay and nonlinear of the double-tank's level control, the PID control of BP neural network tuning parameters is studied in this paper. The characteristics of the control system are analyzed minutely, a neural PID controller is designed and its control algorithm is derived. Simulation control program is compiled in MATLAB, and the program is applied to the experimental platform, then a better control effect is obtained after software debugging and parameter optimization. The results show the effectiveness and correctness of the control method.
机译:旨在解决双罐水平控制的长时间延迟和非线性影响的问题,本文研究了BP神经网络调谐参数的PID控制。微小地分析了控制系统的特性,设计了神经PID控制器,并导出了其控制算法。仿真控制程序在MATLAB中编译,程序应用于实验平台,然后在软件调试和参数优化后获得更好的控制效果。结果表明了控制方法的有效性和正确性。

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