Two-stage multi-objective robust optimization of voltage/var for unbalanced active distribution network

被引:0
|
作者
Fu Y. [1 ]
Wu J. [1 ]
Su X. [1 ]
Tian S. [1 ]
Mi Y. [1 ]
Li H. [2 ]
Geng F. [2 ]
机构
[1] College of Electrical Engineering, Shanghai University of Electric Power, Shanghai
[2] Shanghai Energy Technology Development Co.,Ltd., State Power Investment Corporation Limited, Shanghai
基金
中国国家自然科学基金;
关键词
multi-objective; robust optimization; two-stage; unbalance; uncertainty; voltage/var;
D O I
10.16081/j.epae.202311027
中图分类号
学科分类号
摘要
Three phase unbalance of distribution network is aggravated by the factors such as massive integration of highly intermittent distributed generation,asymmetry of line layout and uneven distribution of loads. Meanwhile,frequent voltage violation of distribution network and increase of network energy loss are caused by the remarkable uncertainty of distributed generation and loads. A second-order cone constraint of voltage unbalance degree is introduced to reduce the three phase unbalance degree of active distribution network. A robust optimization method is adopted to model the uncertainty of distributed generation and loads. On this basis,a two-stage multi-objective voltage/var control model for active unbalanced distribution network is proposed to minimize the system voltage deviation and network energy loss. The second-order cone relaxation and linearization technique are combined to transform the non-convex model into a solvable form,the normal boundary intersection algorithm is used to deal with the multi-objective problem,and the column-and-constraint generation algorithm is adopted to divide the solvable model into a main problem and a sub-problem for iterative solving,thus a robust Pareto optimal solution is obtained. The validity and robustness of the proposed method are verified based on a real Australian distribution network. © 2024 Electric Power Automation Equipment Press. All rights reserved.
引用
收藏
页码:79 / 87
页数:8
相关论文
共 20 条
  • [1] YAO Lanni, LI Qinhao, YANG Jingxu, Et al., Comprehensive reactive power optimization of power distribution and consumption system with support of electric vehicle charging and discharging[J], Automation of Electric Power Systems, 46, 6, pp. 39-47, (2022)
  • [2] WANG Yongjie, WU Wenchuan, ZHANG Boming, Robust voltage control model for active distribution network considering load and photovoltaic uncertainties[J], Automation of Electric Power Systems, 39, 9, pp. 138-144, (2015)
  • [3] DONG Z Y., Robustly coordinated operation of a multi-energy micro-grid in grid-connected and islanded modes under uncertainties[J], IEEE Transactions on Sustainable Energy, 11, 2, pp. 640-651, (2020)
  • [4] JABR R A., Linear decision rules for control of reactive power by distributed photovoltaic generators[J], IEEE Transactions on Power Systems, 33, 2, pp. 2165-2174, (2018)
  • [5] YANG Y H,, Et al., A two-stage robust optimization for centralized-optimal dispatch of photovoltaic inverters in active distribution networks[J], IEEE Transactions on Sustainable Energy, 8, 2, pp. 744-754, (2017)
  • [6] Hierarchically-coordinated voltage/var control of distribution networks using PV inverters[J], IEEE Transactions on Smart Grid, 11, 4, pp. 2942-2953, (2020)
  • [7] Options for control of reactive power by distributed photovoltaic generators [J], Proceedings of the IEEE, 99, 6, pp. 1063-1073, (2011)
  • [8] LIU Yibing, WU Wenchuan, ZHANG Boming, Et al., Reactive power optimization for three-phase distribution networks with distributed generators based on mixed integer second-order cone programming[J], Automation of Electric Power Systems, 38, 15, pp. 58-64, (2014)
  • [9] WANG Z Y, WANG J H, CHEN B K,, Et al., MPC-based voltage/var optimization for distribution circuits with distributed generators and exponential load models[J], IEEE Transactions on Smart Grid, 5, 5, pp. 2412-2420, (2014)
  • [10] AGHAEI J., Scenario-based multiobjec-tive Volt/var control in distribution networks including renewable energy sources[J], IEEE Transactions on Power Delivery, 27, 4, pp. 2004-2019, (2012)