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Second-Order Cone Programming-Based Optimal Control Strategy for Wind Energy Conversion Systems Over Complete Operating Regions

机译:基于二阶锥规划的完整运行区域风能转换系统最优控制策略

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摘要

An efficient control strategy of a wind energy conversion system (WECS) plays a crucial role in wind power utilization. In this paper, a novel multivariable control strategy for a variable-speed variable-pitch WECS is proposed. It is designed for the complete operating regions of a wind turbine, including both of the partial load region and the full load region, with the objectives of maximizing energy capture, smoothing power output, alleviating drive train transient loads, and reducing pitch actuator activities. In particular, this paper considers the wind speed disturbance as norm-bounded, instead of deterministic or chance constraints in the widely used quadratic control methods such as linear quadratic Gaussian control and model predictive control. Moreover, the WECS control with the norm-bounded disturbance is formulated as a second-order cone programming (SOCP) problem that has not been previously employed for wind power control. Finally, simulation results are provided to demonstrate the validity of the proposed method.
机译:风能转换系统(WECS)的有效控制策略在风能利用中起着至关重要的作用。本文提出了一种新型的变速变螺距WECS多变量控制策略。它专为风力涡轮机的整个运行区域而设计,包括部分负载区域和满负载区域,其目标是最大程度地捕获能量,平滑功率输出,减轻传动系统的瞬态负载并减少变桨执行器的活动。特别是,在广泛使用的二次控制方法(例如线性二次高斯控制和模型预测控制)中,本文将风速扰动视为范数界,而不是确定性或机会约束。此外,具有范数有界扰动的WECS控制被公式化为二阶锥规划(SOCP)问题,该问题以前未用于风电控制。最后,仿真结果证明了该方法的有效性。

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