← 返回
基于多步长模型预测控制的广域主动频率控制
Wide-area Active Frequency Control with Multi-Step-Size MPC
| 作者 | Yan XieShiying MaJiakai ShenXiaojun TangJianmiao RenLiwen Zheng |
| 期刊 | 中国电机工程学会热电联产 |
| 出版日期 | 2025年1月 |
| 卷/期 | 第 45 卷 第 3 期 |
| 技术分类 | 储能系统技术 |
| 技术标签 | 储能系统 模型预测控制MPC 调峰调频 |
| 相关度评分 | ★★★★★ 5.0 / 5.0 |
| 关键词 | Yan Xie Shiying Ma Jiakai Shen Xiaojun Tang Jianmiao Ren Liwen Zheng 中国电机工程学会电力与能源系统学报(英文版) CSEE Journal of Power and Energy Systems |
语言:
中文摘要
特高压交直流混合电网建设与大规模可再生能源接入引发了严重的频率稳定问题。为提升区域调频能力并充分利用区域间的互济潜力,基于主动前馈控制思想的主动频率控制(AFC)理论被提出。然而,现有AFC方法在大规模广域互联电网中存在计算效率与控制效果的局限性。为此,本文提出一种基于多步长模型预测控制(MSS-MPC)的改进AFC方法。通过多步长离散化,构建基于多步长线性二次调节器迭代求解的改进模型预测控制算法,实现精确预测以保证控制精度,并通过扩展预测提升控制性能。结合两级调度机构协同机制及不同阶段区域控制目标差异,提出改进的三阶段AFC策略,并引入主被动切换策略抑制控制模型切换后的附加频率扰动。算例分析表明,相较于现有AFC方法,所提MSS-MPC方法在控制效果与计算效率方面均更具优势。
English Abstract
The construction of UHV AC/DC hybrid power grids and the integration of large-scale renewable energy have led to significant frequency stability issues.To enhance the frequency regulation capacity within areas and fully utilize the mutual supportive capacity among areas,active frequency control(AFC)theory has been proposed and developed based on the concept of active feed-forward control.However,existing AFC methods have limitations in computational solutions and control effects in large-scale,wide-area interconnected power systems.To address these shortcomings,this paper proposes an improved AFC method based on multi-step-size model predictive control(MSS-MPC).Through multi-step-size discretization,an improved model predictive control algorithm for AFC is derived based on the iterative solution of the multi-step-size linear quadratic regulator model,which ensures control accuracy through pre-cise prediction and enhances the control performance through additional prediction.Based on the collaboration of two-level dispatching agencies and the consideration of differences in control objectives among areas at different stages,an improved three-stage AFC strategy is proposed,which aims to suppress additional frequency disturbances after control model switching by proposing the active-passive switching strategy.Case studies demonstrate that,compared with the existing AFC method,the proposed AFC method with the MSS-MPC algorithm has a better control effect and better computational performance.
S
SunView 深度解读
该多步长MPC广域频率控制技术对阳光电源PowerTitan储能系统和ST系列储能变流器具有重要应用价值。MSS-MPC算法可直接集成到储能系统的功率控制层,提升一次调频响应速度和精度,特别适用于特高压电网的广域协调场景。三阶段AFC策略与阳光电源现有的构网型GFM控制技术高度契合,可优化虚拟惯量和阻尼参数的动态调节。主被动切换策略能有效抑制储能系统在跟网/构网模式切换时的频率扰动,提升iSolarCloud平台的多站协同调频能力。该方法的计算效率优势使其可部署于边缘控制器,支持毫秒级实时调频决策,显著增强阳光电源储能产品在新型电力系统中的调频辅助服务能力。