1.School of Electrical Engineering, Southeast University, Nanjing 210096, China;2.R&D Nester, Centro de Investigação em Energia REN—State Grid, S.A., Lisbon, Portugal;3.China Electric Power Research Institute (Nanjing), Nanjing 210003, China
Due to the widespread adoption of distributed resources at the distribution network side, the exploration of their significant flexibility potential has become increasingly crucial. First, the air conditioning load, energy storage device and diesel generator are selected as representative resources to establish dynamic electrical models for these specific resources and delineate their feasible regions. Then, leveraging the foundation of Zonotope, an efficient aggregation method tailored for wide-area distributed resources is proposed. On this basis, aiming at the unique mathematical form of Zonotope, a precise mathematical transformation method between Zonotope and polytope in half-space form is proposed. And the aggregation clusters of specific distributed resources are applied to the optimized regulation in the virtual power plant scenario through this method. The effectiveness of this aggregation method is validated through numerical analysis, and its advantages in accuracy are compared with other aggregation methods. Finally, the effectiveness of the regulation method after resource cluster aggregation in terms of economy and computational efficiency is analyzed by combining the results of the case study.
This work is supported by State Grid Corporation of China (No. 5108-202218280A-2-260-XG).
[1] | XU Tianyun, CHEN Tao, ZHANG Xin, et al. Zonotope-based Wide-area Aggregation and Regulation Method for Distributed Resources in Virtual Power Plant[J]. Automation of Electric Power Systems,2024,48(18):139-148. DOI:10.7500/AEPS20240513002 |