湖南电力 ›› 2026, Vol. 46 ›› Issue (3): 9-17.doi: 10.3969/j.issn.1008-0198.2026.03.002

• 源网协调与能源转换利用 • 上一篇    下一篇

基于模型预测控制的海上风电机组网侧MMC输出阻抗重塑方法

刘远致1, 魏娟1, 陈道君2, 黄晟1, 徐元璨2, 黄国航1, 王玉巍1   

  1. 1.湖南大学电气与信息工程学院,湖南 长沙 410082;
    2.国网湖南省电力有限公司电力科学研究院,湖南 长沙 410208
  • 收稿日期:2025-12-09 修回日期:2026-01-08 出版日期:2026-06-25 发布日期:2026-07-07
  • 通信作者: 刘远致(2001),男,硕士研究生,研究方向为电力电子与新能源发电。
  • 基金资助:
    国家电网有限公司管理科技项目(5216A025000K-018-ZN)

MPC-Based Output Impedance Shaping Method for Grid-Side MMC of Offshore Wind Turbines

LIU Yuanzhi1, WEI Juan1, CHEN Daojun2, HUANG Sheng1, XU Yuancan2, HUANG Guohang1, WANG Yuwei1   

  1. 1. School of Electrical and Information Engineering, Hunan University, Changsha 410082, China;
    2. State Grid Hunan Electric Power Company Limited Research Institute, Changsha 410208, China
  • Received:2025-12-09 Revised:2026-01-08 Online:2026-06-25 Published:2026-07-07

摘要: 在高比例新能源并网与弱电网支撑需求下,采用虚拟同步发电机(virtual synchronous generator,VSG)的模块化多电平变流器(modular multilevel converter,MMC)因控制参数固定、参数协同调节不足,交流侧阻抗谐振峰峰值较大,易引发系统振荡,制约并网稳定性与动态支撑性能。针对上述问题,构建基于模型预测控制的VSG离散状态空间模型,提出兼顾有功跟踪速度、虚拟转速响应与超调抑制的海上风电机组网侧MMC多目标优化控制方法,并引入帕累托权重分配机制,通过VSG虚拟转动惯量J、阻尼D与无功环积分系数Kq的在线协同预测优化调节,实现并网点的MMC等效输出阻抗幅相特性自适应重塑。同时开展VSG-MMC阻抗扫频分析,提取正序阻抗并完成频域对比,量化评估方法前后的阻抗鲁棒性变化。仿真结果表明,与参数固定控制方法相比,所提方法在关键频段内显著降低阻抗幅频特性曲线峰值,提高了抗扰动能力与稳定裕度,实现了动态响应与小扰动阻抗稳定性的协同提升,为构网型风电机组接入MMC的稳定控制提供了理论支撑。

关键词: 海上风电机组, 模块化多电平变流器, 模型预测控制, 阻抗重塑

Abstract: Under the demand of high-proportion renewable energy grid integration and weak power grid support, the modular multilevel converter(MMC) based on virtual synchronous generator(VSG) exhibits a large peak value of AC-side impedance resonance due to fixed control parameters and insufficient parameter coordinated regulation. This easily triggers system oscillation, restricting the grid-connected stability and dynamic support performance. To address the above issues, this paper constructs a discrete state-space model of VSG based on model predictive control, and proposes a multi-objective optimization control method for grid-side MMC of offshore wind turbines that balances active power tracking speed, virtual speed response, and overshoot suppression. A Pareto weight allocation mechanism is introduced, and the adaptive reshaping of the amplitude-phase characteristics of MMC equivalent output impedance at the grid connection point is realized through online coordinated predictive optimization of VSG inertia J, damping D, and reactive loop integral coefficient Kq. Meanwhile, impedance frequency sweep analysis of VSG-MMC is carried out to extract positive-sequence impedance and complete frequency-domain comparison, so as to quantitatively evaluate the change of impedance robustness before and after the proposed method. Simulation results show that compared with the fixed-parameter control method, the proposed method significantly suppresses resonant impedance in key frequency bands, improves anti-disturbance capability and stability margin, and achieves the coordinated improvement of dynamic response and small-disturbance impedance stability. It provides theoretical support for the stable control of grid-forming wind turbines connected to MMC.

Key words: offshore wind turbines, modular multilevel converter, model predictive control(MPC), impedance reshaping

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