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基于模型预测控制的多端直流输电连接海上风电场协调控制策略
Coordination Control Strategy of MTDC Connected Offshore Wind Farms Based on Model Predictive Control
| 作者 | Mingcheng Lyu · Sheng Huang · Guan Bai · Luobin Wang · Jiani Mao |
| 期刊 | IEEE Transactions on Sustainable Energy |
| 出版日期 | 2025年9月 |
| 技术分类 | 风电变流技术 |
| 技术标签 | 储能系统 下垂控制 模型预测控制MPC |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 海上风电场 电压源换流器 多端直流 模型预测控制 协调控制策略 |
语言:
中文摘要
本文提出一种基于模型预测控制(MPC)的电压源换流器多端直流(VSC-MTDC)连接海上风电场的协调控制策略。首先,设计MPC-based风电机组控制策略,优化有功与无功功率控制,抑制疲劳载荷并维持机端电压。其次,提出MPC-based自适应下垂控制,用于跟踪风电场侧换流器功率,降低直流网络损耗或实现电网侧换流器功率分配,并通过降阶处理高阶项分析其稳定性。最后,基于包含多个风电场及换流器的系统模型实现多目标优化。在MATLAB/Simulink中搭建含3个风电场、3个风电场侧换流器和2个电网侧换流器的测试系统,验证了所提策略的有效性。
English Abstract
This paper proposes a coordination control strategy (CCS) for voltage source converter (VSC) multi-terminal direct current (MTDC) connected offshore wind farms (WFs) based on model predictive control (MPC). Firstly, to optimize active and reactive power control of WFs, an MPC-based wind turbine (WT) control strategy is designed for fatigue load suppressing and keeping WTs voltage range. Secondly, to optimize the voltage of VSCs, an MPC-based adaptive droop control (ADC) of VSCs is proposed for tracking the WFs power of WF side VSCs (WFVSCs), reducing DC network power loss or achieving power sharing of grid side VSCs (GSVSCs). To formulate MPC optimization problem, the higher-order term with respect to droop coefficient is reduced order and stability of the ADC method is analyzed analysis. Finally, the combined whole system model including multiple WFs, WFVSCs and GSVSCs is used to realize multi-objective optimization. A test system consisted of 3 WFs with 100×5 MW WTs, 3 WFVSCs and 2 GSVSCs was used to verify the proposed combined control scheme in MATLAB/Simulink
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SunView 深度解读
该研究提出的MPC协调控制策略对阳光电源的储能和光伏产品线具有重要参考价值。MPC-based自适应下垂控制可优化应用于ST系列储能变流器的功率分配和电压调节,提升PowerTitan大型储能系统的并网性能。其多目标优化方法可用于SG系列光伏逆变器的MPPT和电网支撑功能优化,特别是在大型光储项目中的多机组协调控制。该技术的降阶处理方法有助于简化控制器设计,提高系统响应速度,可应用于iSolarCloud平台的智能调度算法优化。这对提升阳光电源在新能源电站智能控制领域的技术竞争力具有积极意义。