CVaR-Wasserstein Metric Based Power System Scheduling Considering Frequency Support of Hydrogen Production Stations

IF 4.2 2区工程技术 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC

IEEE Transactions on Industry Applications Pub Date : 2024-11-13 DOI:10.1109/TIA.2024.3496838

Chen Li;Zhouyang Ren;Wenyuan Li

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引用次数: 0

Abstract

The increasing penetration of renewable energy sources (RES) results in a significant reduction in system inertia and primary frequency response (PFR) reserve and an increase in frequency instability risks caused by power imbalances. The Hydrogen production station (HPS) equipped with virtual synchronous machine control is capable of providing virtual inertia and PFR support. However, it is difficult to efficiently formulate and determine the power system dispatching schedule considering the frequency support from HPS while satisfying power and hydrogen balance. A CVaR-Wasserstein metric based distributionally robust scheduling model is proposed. The frequency security constraints are formulated considering the virtual inertia and PFR support provided by HPS. The CVaR-Wasserstein metric ambiguity set is constructed to address the RES uncertainty. Case studies using the modified IEEE-118 and IEEE-300 test systems demonstrate the effectiveness of the proposed model. The results show that the frequency support provided by HPS can effectively reduce the requirement on inertia and PFR provided by synchronous generators and the operating cost of power systems.

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来源期刊

IEEE Transactions on Industry Applications 工程技术-工程：电子与电气

CiteScore

9.90

自引率

9.10%

发文量

747

审稿时长

3.3 months

期刊介绍： The scope of the IEEE Transactions on Industry Applications includes all scope items of the IEEE Industry Applications Society, that is, the advancement of the theory and practice of electrical and electronic engineering in the development, design, manufacture, and application of electrical systems, apparatus, devices, and controls to the processes and equipment of industry and commerce; the promotion of safe, reliable, and economic installations; industry leadership in energy conservation and environmental, health, and safety issues; the creation of voluntary engineering standards and recommended practices; and the professional development of its membership.