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An integrated control method for a wind farm to reduce frequency deviations in a small power system

机译:风电场的集成控制方法,可减少小功率系统中的频率偏差

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摘要

Output power of wind turbine generator (WTG) is not constant and fluctuates due to wind speed changes. To reduce the adverse effects of the power system introducing WTGs, there are several published reports on output power control of WTGs detailing various researches based on pitch angle control, variable speed wind turbines, energy storage systems, and so on. In this context, this paper presents an integrated control method for a WF to reduce frequency deviations in a small power system. In this study, the WF achieves the frequency control with two control schemes: load estimation and short-term ahead wind speed prediction. For load estimation in the small power system, a minimal-order observer is used as dis turbance observer. The estimated load is utilized to determine the output power command of the WF. To regulate the output power command of the WF according to wind speed changing, short-term ahead wind speed is predicted by using least-squares method. The predicted wind speed adjusts the output power command of the WF as a multiplying factor with fuzzy reasoning. By means of the proposed method, the WF can operate according to the wind and load conditions. In the WF system, each output power of the WTGs is controlled by regulating each pitch angle. For increasing acquisition power of the WF, a dispatch control method also is proposed. In the pitch angle control system of each WTG, gen eralized predictive control (GPC) is applied to enhance the control performance. Effectiveness of the pro posed method is verified by the numerical simulations.
机译:风力涡轮发电机(WTG)的输出功率不是恒定的,并且会由于风速的变化而波动。为了减少引入WTG的电力系统的不利影响,已有几篇关于WTG的输出功率控制的报告,详细介绍了基于桨距角控制,变速风力涡轮机,储能系统等的各种研究。在这种情况下,本文提出了一种用于WF的集成控制方法,以减少小功率系统中的频率偏差。在这项研究中,WF通过两种控制方案实现了频率控制:负荷估计和短期提前风速预测。对于小功率系统中的负载估计,最小阶观测器用作干扰观测器。估计的负载用于确定WF的输出功率命令。为了根据风速变化来调节WF的输出功率指令,使用最小二乘法预测短期前方风速。预测风速通过模糊推理将WF的输出功率命令作为乘数进行调整。通过提出的方法,WF可以根据风和负载条件运行。在WF系统中,通过调节每个俯仰角来控制WTG的每个输出功率。为了增加WF的获取能力,还提出了一种调度控制方法。在每个WTG的俯仰角控制系统中,应用了通用预测控制(GPC)来增强控制性能。数值仿真验证了该方法的有效性。

著录项

  • 来源
    《Applied Energy》 |2011年第4期|p.1049-1058|共10页
  • 作者单位

    University of the Ryukyus, 1 Senbaru, Nishihara-cho, Nakagami, Okinawa 903-0213, Japan;

    University of the Ryukyus, 1 Senbaru, Nishihara-cho, Nakagami, Okinawa 903-0213, Japan;

    University of the Ryukyus, 1 Senbaru, Nishihara-cho, Nakagami, Okinawa 903-0213, Japan;

    University of the Ryukyus, 1 Senbaru, Nishihara-cho, Nakagami, Okinawa 903-0213, Japan;

    University of the Ryukyus, 1 Senbaru, Nishihara-cho, Nakagami, Okinawa 903-0213, Japan;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    frequency control; load estimation; pitch angle control; wind farm; wind speed prediction;

    机译:频率控制;负荷估算;俯仰角控制;风电场;风速预测;

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