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Adaptive Control using Residual Mode Filters Applied to Wind Turbines

机译:使用残留模式滤波器的自适应控制应用于风力涡轮机

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Many dynamic systems containing a large number of modes can benefit from adaptive control techniques, which are well suited to applications that have unknown parameters and poorly known operating conditions. In this paper, we focus on a model reference direct adaptive control approach that has been extended to handle adaptive rejection of persistent disturbances. We extend this adaptive control theory to accommodate problematic modal subsystems of a plant that inhibit the adaptive controller by causing the open-loop plant to be non-minimum phase. We will augment the adaptive controller using a Residual Mode Filter (RMF) to compensate for problematic modal subsystems, thereby allowing the system to satisfy the requirements for the adaptive controller to have guaranteed convergence and bounded gains. We apply these theoretical results to design an adaptive collective pitch controller for a high-fidelity simulation of a utility-scale, variable-speed wind turbine that has minimum phase zeros.
机译:包含大量模式的许多动态系统可以从自适应控制技术中受益,自适应控制技术非常适合于参数未知,操作条件未知的应用。在本文中,我们专注于模型参考直接自适应控制方法,该方法已扩展为处理持续性干扰的自适应抑制。我们扩展了这种自适应控制理论,以适应工厂中有问题的模态子系统,该子系统通过使开环工厂处于非最小相位来抑制自适应控制器。我们将使用残差模式滤波器(RMF)来增强自适应控制器,以补偿有问题的模态子系统,从而使系统满足自适应控制器的要求,以确保具有收敛性和有限增益。我们将这些理论结果应用到设计自适应集体螺距控制器中,以对具有最小相位零的公用事业规模,变速风力涡轮机进行高保真仿真。

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