← 返回
基于分层模型预测控制的联络线功率流动考虑下的协调频率控制
Coordinated Frequency Control Based on Hierarchical MPC Considering Tie-line Power Flow
| 作者 | Ning Ma · Feifei Bai · Tapan K. Saha |
| 期刊 | IEEE Transactions on Power Systems |
| 出版日期 | 2025年9月 |
| 技术分类 | 控制与算法 |
| 技术标签 | 模型预测控制MPC |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | 频率协调控制 分层模型预测控制 快速频率响应 虚拟惯量 功率潮流恢复 |
语言:
中文摘要
在系统发生故障时,基于逆变器的电源(IBRs)和同步发电机(SGs)的频率响应特性存在显著差异,资源间的相互作用往往会导致机电暂态过程延长。然而,目前对于不同类型发电机提供多种频率服务(特别是快速频率响应(FFR)和虚拟惯量)的协调控制策略关注有限。此外,暂态过程中输电线路功率容量的严格限制以及联络线潮流快速恢复的需求常常被忽视,这增加了系统解列的风险。本文提出了一种采用分层模型预测控制(HMPC)的协调频率控制方法。所提出的HMPC包括一个上层控制器和多个下层控制器,上层控制器用于管理多区域潮流,下层控制器通过为各类电源设定有功功率参考值来恢复区域惯性中心(COI)频率。这些电源包括基于FFR的光伏和风力发电厂、基于虚拟同步发电机(VSG)的电池储能系统以及采用一次频率响应(PFR)控制的同步发电机。最后,通过PSCAD和MATLAB联合仿真研究表明,所提出的HMPC方法能够实现更高的频率最低点和更快的联络线潮流恢复。
English Abstract
The frequency response characteristics of inverter-based resources (IBRs) and synchronous generators (SGs) vary significantly during system contingencies, often resulting in prolonged electromechanical transients due to resource interactions. However, limited attention has been given to coordinated control strategies among varying generators providing multiple frequency services, particularly fast frequency response (FFR) and virtual inertia. Furthermore, the strict limit of transmission line power capability during transients and the need for quick recovery of power flow on tie-lines are often overlooked, increasing the risk of system separation. In this paper, a coordinated frequency control methodology is proposed by employing hierarchical model predictive control (HMPC). The proposed HMPC consists of an upper-layer controller to manage multi-area power flows and lower-layer controllers to recover the zonal centre-of-inertia (COI) frequency by setting active power references for various resources. These include FFR-based photovoltaic (PV) and wind farms, virtual synchronous generator (VSG)-based batteries and primary frequency response (PFR)-controlled SGs. Finally, the proposed HMPC approach achieves a higher frequency nadir and faster tie-line power flow recovery, as demonstrated through co-simulation studies using PSCAD and MATLAB.
S
SunView 深度解读
该分层MPC协调频率控制技术对阳光电源ST储能系统和SG光伏逆变器产品线具有重要应用价值。针对高比例IBRs并网场景,可直接应用于PowerTitan储能系统的构网型GFM控制策略优化:上层MPC实现多储能站点间的频率调节指令协调分配,下层控制器结合虚拟同步机VSG技术实时调节各变流器输出。联络线功率约束的考虑可增强iSolarCloud平台的多站点协同控制能力,在区域电网频率扰动时优化储能与光伏的联合响应,避免联络线过载。该方法为阳光电源开发面向多区域互联场景的智能频率支撑解决方案提供理论依据,提升含高比例新能源电网的频率稳定性和系统调度灵活性。