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A wide-range operating fuzzy control algorithm via receding horizon optimization

机译:后视优化的大范围模糊控制算法

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摘要

This paper presents a novel fuzzy control strategy for a wide-range of operating condition system. Considering system error and the change rate of system error, a PI type fuzzy controller is obtained. On the basis of the novel fuzzy controller, a receding horizon optimization method to tune the fuzzy controller parameters is given through minimizing the generalized predictive control criterion. Therefore, the Pi-type fuzzy controller has the capability to adapt a wide-range of operating condition. Then, a simple and sufficient bound condition of input and output variable is achieved under the Lyapunov theory with brief analysis. Simulation results demonstrate the better performance of this novel fuzzy control scheme.
机译:本文提出了一种适用于各种工况系统的新型模糊控制策略。考虑系统误差和系统误差的变化率,得到PI型模糊控制器。在新颖的模糊控制器的基础上,通过最小化广义预测控制准则,提出了一种用于模糊控制器参数调整的后视优化方法。因此,Pi型模糊控制器具有适应各种运行条件的能力。然后,在李雅普诺夫理论的基础上,通过简要分析,获得了一个简单而充分的输入和输出变量的约束条件。仿真结果表明,该新型模糊控制方案具有更好的性能。

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