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Takagi–Sugeno fuzzy generalised predictive control of a time-delay non-linear hydro-turbine governing system

机译:时滞非线性水轮机调节系统的Takagi–Sugeno模糊广义预测控制

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摘要

This study focuses on a fuzzy generalised predictive control (FGPC) method for a time-delay hydro-turbine governing system (HTGS). First, based on the time-delay Takagi-Sugeno fuzzy model, a time-delay HTGS and its fuzzy prediction model are given. Second, with the help of delay fuzzy linearisation and a fourth-order Runge-Kutta algorithm, a transformed controlled auto-regressive integrated moving average model is obtained. Then, a new FGPC scheme for the time-delay HTGS is proposed. Finally, numerical simulations are implemented to verify the validity and superiority of the proposed method. It also provides a reference for the stability control of relevant hydropower station systems.
机译:这项研究的重点是时滞水轮机调节系统(HTGS)的模糊广义预测控制(FGPC)方法。首先,基于时滞Takagi-Sugeno模糊模型,给出了时滞HTGS及其模糊预测模型。其次,借助延迟模糊线性化和四阶Runge-Kutta算法,获得了变换后的受控自回归积分移动平均模型。然后,提出了一种用于时延HTGS的新的FGPC方案。最后,通过数值模拟验证了所提方法的有效性和优越性。它还为相关水电站系统的稳定性控制提供参考。

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