Comparison of wind turbine LQG controllers designed to alleviate fatigue loads

S. Nourdine, H. Camblong, I. Vechiu, G. Tapia
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引用次数: 15

Abstract

This paper focuses on the design of Linear Quadratic Gaussian (LQG) controllers for variable-speed horizontal axis Wind Turbines (WTs). Those turbines use blades pitch angle and electromagnetic torque control variables to meet specified objectives for Full Load (FL) zone. The main control objectives are to reduce the structural dynamic loads and to regulate the power of the WT. The controllers are designed in order to optimize a trade-off between several control objectives. Four different LQG controllers are designed. Their control model is progressively more complex. The first one takes into account a rigid simple behavior, the second control model considers the first mode of flexibility of the drive train, the third model takes into account the tower flexibilities and the fourth that of the blades. In the same manner, their optimization criteria considers for each controller a new control objective to alleviate fatigue loads in the drive train, then, also in the tower and finally also in the blades. The evaluation of the fatigue loads affecting the WT components are based on a Rainflow Counting Algorithm and the Miner's rule (RFC). The results indicate a significant reduction of fatigue loads in the drive-train when its flexibility is taken into account in the control model.
缓解疲劳载荷的风力机LQG控制器设计比较
研究了变转速水平轴风力机线性二次高斯控制器的设计。这些涡轮机使用叶片俯仰角和电磁转矩控制变量来满足满载区规定的目标。主要的控制目标是减少结构动态载荷和调节小波变换的功率。控制器的设计是为了优化几个控制目标之间的权衡。设计了四种不同的LQG控制器。它们的控制模型越来越复杂。第一个控制模型考虑了刚性简单行为,第二个控制模型考虑了传动系统的第一种柔性模式,第三个模型考虑了塔的柔性模式,第四个模型考虑了叶片的柔性模式。以同样的方式,他们的优化准则为每个控制器考虑一个新的控制目标,以减轻传动系的疲劳负荷,然后是塔架,最后是叶片。基于雨流计数算法和Miner规则(RFC)对影响WT构件的疲劳载荷进行评估。结果表明,在控制模型中考虑传动系统的灵活性后,传动系统的疲劳载荷显著降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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