通过HVDC增强多区域异步电网的不确定性管理:一种分布式鲁棒机会约束单元承诺方法

IF 4.2 3区 工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Danyang Xu , Zhigang Wu
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引用次数: 0

摘要

高压直流(HVDC)输电技术的进步正在加速大型电力系统向多区域异步电网(MAG)架构的发展。本文提出了一个针对MAGs储备共享的单元承诺框架,旨在充分利用HVDC系统的灵活性来解决可再生能源带来的不确定性。该调度方法结合了基于仿射策略的HVDC链路和常规发电机组响应机制,同时引入了弃风策略以增强可再生能源不确定性的可控性。在建模层面,采用分布鲁棒机会约束(DRCC)公式重新制定不确定性约束,利用基于高斯的中心假设和Wasserstein距离表征可再生能源发电的预测误差。通过改进的三区18总线系统、四区划分的IEEE 118总线系统和中国省级电网的仿真验证了该方法的有效性。结果表明,在MAG框架下,该方法在缓解可再生能源波动、实现区域间储备共享以及提高系统运行的安全性和经济性方面是有效的。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Enhancing uncertainty management in multi-area asynchronous grids via HVDC: A distributionally robust chance constrained unit commitment approach
The advancement of high voltage direct current (HVDC) transmission technology is accelerating the evolution of large-scale power systems toward multi-area asynchronous grid (MAG) architectures. This paper proposes a unit commitment framework tailored to reserve sharing in MAGs, aiming to fully leverage the flexibility of HVDC systems to address the uncertainties introduced by renewable energy sources. The scheduling approach incorporates a response mechanism based on affine strategy for both HVDC links and conventional generator units, while a curtailment policy is introduced to enhance controllability over renewable uncertainty. At the modeling level, a distributionally robust chance constrained (DRCC) formulation is employed to reformulate uncertainty constraints, utilizing a Gaussian-based center assumption and the Wasserstein distance to characterize forecast errors of renewable generation. The proposed method is validated through simulations on a modified three-area 18-bus system, a four-area partitioned IEEE 118-bus system, and a provincial-level power grid in China. Results demonstrate the effectiveness of the approach in mitigating renewable fluctuations, enabling inter-area reserve sharing, and enhancing both the security and economic efficiency of system operations under the MAG framework.
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来源期刊
Electric Power Systems Research
Electric Power Systems Research 工程技术-工程:电子与电气
CiteScore
7.50
自引率
17.90%
发文量
963
审稿时长
3.8 months
期刊介绍: Electric Power Systems Research is an international medium for the publication of original papers concerned with the generation, transmission, distribution and utilization of electrical energy. The journal aims at presenting important results of work in this field, whether in the form of applied research, development of new procedures or components, orginal application of existing knowledge or new designapproaches. The scope of Electric Power Systems Research is broad, encompassing all aspects of electric power systems. The following list of topics is not intended to be exhaustive, but rather to indicate topics that fall within the journal purview. • Generation techniques ranging from advances in conventional electromechanical methods, through nuclear power generation, to renewable energy generation. • Transmission, spanning the broad area from UHV (ac and dc) to network operation and protection, line routing and design. • Substation work: equipment design, protection and control systems. • Distribution techniques, equipment development, and smart grids. • The utilization area from energy efficiency to distributed load levelling techniques. • Systems studies including control techniques, planning, optimization methods, stability, security assessment and insulation coordination.
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