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Model predictive control for load frequency of hybrid power system with wind power and thermal power

机译:风电和火电混合动力系统负荷频率的模型预测控制

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摘要

With the increase of wind power penetration in generation profile, the contribution of wind power to load frequency control (LFC) has become more significant. To improve the frequency characteristics of a wind-power-contained power system, this paper establishes an analytical linearized model for the frequency response characteristics of wind turbine generator (WTG) during LFC which is helpful to the design of frequency controller. Furthermore, the gap metric measure to the above models under different wind speed ranges is calculated. Under the per unit system, it can be extended as an equivalent model for the whole wind farm. Combining the derived wind farm model and a known thermal power model, an integrated model of hybrid power system can be built. To optimize the frequency-response performance to the power system, an improved LFC method based on model predictive control (MPC) is presented and applied to a multi-areas hybrid system. Then, the wind farms and thermal power plants in the same area can be controlled simultaneously and obtain their reference orders from the predictive controller. The simulation results show that the proposed method can effectively raise the frequency response level of the both power supplies and then improve the frequency performance of power system. (C) 2019 Elsevier Ltd. All rights reserved.
机译:随着风力发电在发电剖面中的渗透率的提高,风力发电对负载频率控制(LFC)的贡献变得越来越重要。为了改善风力发电系统的频率特性,本文建立了风力发电机组在LFC期间的频率响应特性的线性分析模型,有助于频率控制器的设计。此外,计算了在不同风速范围内上述模型的差距度量。在单位制下,可以将其扩展为整个风电场的等效模型。结合导出的风电场模型和已知的火电模型,可以构建混合动力系统的集成模型。为了优化对电力系统的频率响应性能,提出了一种基于模型预测控制(MPC)的改进的LFC方法,并将其应用于多区域混合动力系统。然后,可以同时控制同一区域中的风电场和火力发电厂,并从预测性控制器获得参考指令。仿真结果表明,该方法可以有效地提高两个电源的频率响应水平,进而提高电力系统的频率性能。 (C)2019 Elsevier Ltd.保留所有权利。

著录项

  • 来源
    《Energy》 |2019年第1期|555-565|共11页
  • 作者

    Liu Jizhen; Yao Qi; Hu Yang;

  • 作者单位

    North China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China|North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China;

    North China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China;

    North China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Wind power; Load frequency control; Hybrid power system; Model predictive control; Frequency response model; Gap metric;

    机译:风力;负载频率控制;混合动力系统;模型预测控制;频率响应模型;间隙度量;

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