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首页> 外文期刊>American Journal of Computation, Communication and Control >Flow and Level Control of Coupled Four Tanks System Using Artificial Neural Network
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Flow and Level Control of Coupled Four Tanks System Using Artificial Neural Network

机译:基于人工神经网络的四缸联动系统流量和液位控制

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This paper presents a nonlinear artificial neural network (ANN) control design for the nonlinear coupled four tanks system. The objective is to control the level of the four tanks at desired values and to isolate the uncertainties of the nonlinear tank system. A leakage factor is also considered in the system model. The robustness of the proposed control against the disturbances is considered. The ANN is highly nonlinear, has more flexibility and robust to tackle the undesired disturbances of the coupled four tank system. The simulation results show that the ANN has good stability performance.
机译:本文提出了一种非线性人工四缸非线性系统的神经网络控制设计。目的是将四个储罐的液位控制在所需值,并隔离非线性储罐系统的不确定性。系统模型中还考虑了泄漏因子。考虑了所提出的针对干扰的控制的鲁棒性。人工神经网络是高度非线性的,具有更大的灵活性和鲁棒性,可以解决四缸耦合系统的不良干扰。仿真结果表明,人工神经网络具有良好的稳定性能。

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