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Adaptive Control using Residual Mode Filters Applied to Wind Turbines

机译:使用剩余模式过滤器应用于风力涡轮机的自适应控制

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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:许多包含大量模式的动态系统可以受益于自适应控制技术,它们非常适合具有未知参数和已知操作条件不良的应用。在本文中,我们专注于模型参考直接自适应控制方法,该方法已经扩展到处理对持续扰动的自适应拒绝。我们扩展了这种自适应控制理论以通过使开环工厂成为非最小相位,适应抑制自适应控制器的植物的有问题模态子系统。我们将使用剩余模式滤波器(RMF)增强自适应控制器以补偿有问题的模态子系统,从而允许系统满足自适应控制器的要求,以保证收敛和有界增益。我们应用这些理论结果来设计自适应集体音调控制器,用于具有最小相位零的实用规模的高保真模拟。

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