Robust Co-Optimization of Droop and Affine Policy Parameters in Active Distribution Systems With High Penetration of Photovoltaic Generation

被引:5
作者
Sepulveda, Juan [1 ]
Angulo, Alejandro [1 ]
Mancilla-David, Fernando [2 ]
Street, Alexandre [3 ]
机构
[1] Univ Tecn Federico Santa Maria, Dept Elect Engn, Valparaiso 2340000, Chile
[2] Univ Colorado, Dept Elect Engn, Denver, CO 80204 USA
[3] Pontifical Catholic Univ Rio de Janeiro, Elect Engn Dept, BR-22451900 Rio De Janeiro, Brazil
关键词
Voltage control; Tuning; Uncertainty; Optimization; Mathematical models; Reactive power; Computational modeling; Active distribution networks; distributed generation; droop control; regularized polynomial policies; affine policies; robust optimization; DISTRIBUTION NETWORKS; REACTIVE POWER; UNCERTAINTY; FLOW;
D O I
10.1109/TSG.2022.3177947
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Legacy distribution systems need to adapt quickly to upcoming operating scenarios. The expected growth of electromobility and distributed generation will bring forth many challenges regarding efficient operation. Additionally, the limited communication infrastructure of these networks hinders the applicability of heavily centralized control strategies. In this context, this paper proposes a distributed control scheme for photovoltaic generators. The scheme comprises a local real-time control layer for the synthesis of active and reactive power references, using traditional voltage droop control, along with affine policies to handle the uncertainty associated to solar irradiance and demand levels. The characterization and periodic adaptation of such control scheme is achieved via a global, computationally tractable robust model able to co-optimize both droop and affine policy parameters. Performance is benchmarked via extensive computational experiments against other state-of-the-art distributed and local control strategies. Results suggest the proposed scheme is able to outperform all competitive frameworks. Its performance is also evaluated as a strictly local control scheme obtaining superior voltage regulation as compared to the recommendations in the Standard IEEE 1547.8.
引用
收藏
页码:4355 / 4366
页数:12
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