Two-Stage Coordination Optimization Control of Soft Open Point and Tie Switch in Active Distribution Network with High Penetration Renewable Energy Generation
1. College of Information and Electrical Engineering China Agriculture University Beijing 100083 China; 2. State Key Lab of Control and Simulation of Power Systems and Generation Equipment Department of Electrical Engineering Tsinghua University Beijing 100084 China
Abstract:Active distribution network (ADN) requires distribution network more flexible and elastic. However, high penetration renewable energy generation (REG) brings great challenges to cost-effective and safe operation of ADN. In this paper, aiming at the volatility and randomness of REG output, considering REG forecast errors, a two-stage coordination optimization control structure of soft open point (SOP) and tie switch is proposed. In day-ahead stage, taking the minimum power loss and the minimum REG reduction as the comprehensive objective, a sequential coordination optimization model of SOP and tie switch is established; in inner-day stage, a loop-locked rolling optimization control model based on model predictive control is built, to reduce the impact of the REG randomness output on ADN. A transforming method of reconfiguration constraint based on second-order cone model is proposed, which realizes the coordination optimization of SOP and tie switch by mixed-integer second-order cone programming algorithm. The results of case study show that the proposed method can increase REG penetrations while improving voltage quality and economic benefit of ADN.
丛鹏伟, 唐巍, 娄铖伟, 张博, 张璐. 含高渗透率可再生能源的主动配电网两阶段柔性软开关与联络开关协调优化控制[J]. 电工技术学报, 2019, 34(6): 1263-1272.
Cong Pengwei, Tang Wei, Lou Chengwei, Zhang Bo, Zhang Lu. Two-Stage Coordination Optimization Control of Soft Open Point and Tie Switch in Active Distribution Network with High Penetration Renewable Energy Generation. Transactions of China Electrotechnical Society, 2019, 34(6): 1263-1272.
[1] 范士雄, 蒲天骄, 刘广一, 等. 主动配电网中分布式发电系统接入技术及其进展[J]. 电工技术学报, 2016, 31(增刊2): 92-101. Fan Shixiong, Pu Tianjiao, Liu Guangyi, et al.Technologies and its trends of grid integration of distributed generation in active distribution network[J]. Transactions of China Electrotechnical Society, 2016, 31(S2): 92-101. [2] 曾博, 杨煦, 张建华. 考虑可再生能源跨区域消纳的主动配电网多目标优化调度[J]. 电工技术学报, 2016, 31(22): 148-158. Ceng Bo, Yang Xu, Zhang Jianhua.Multi-objective optimization for active distribution network scheduling considering renewable energy harvesting across regions[J]. Transactions of China Electrotechnical Society, 2016, 31(22): 148-158. [3] 邢志斌, 韦钢, 贺静, 等. 基于图论的主动配电网双阶段电压控制[J]. 电工技术学报, 2017, 32(1): 40-47. Xing Zhibin, Wei Gang, He Jing, et al.A dual-stage voltage control method in active distribution network based on graph theory[J]. Transactions of China Electrotechnical Society, 2017, 32(1): 40-47. [4] 肖浩, 裴玮, 孔力. 含大规模电动汽车接入的主动配电网多目标优化调度方法[J]. 电工技术学报, 2017, 32(增刊2): 179-189. Xiao Hao, Pei Wei, Kong Li.Multi-objective optimization scheduling method for active distri- bution network with large scale electric vehicles[J]. Transactions of China Electrotechnical Society, 2017, 32(S2): 179-189. [5] Bloemink J M, Green T C.Increasing photovoltaic penetration with local energy storage and soft normally-open points[C]//2011 IEEE Power and Energy Society General Meeting, Detroit, 2011: 1-8. [6] Cao Wanyu, Wu Jianzhong, Jenkins N, et al.Operating principle of soft open points for electrical distribution network operation[J]. Applied Energy, 2016, 164: 245-257. [7] 李智诚, 吴建中, 和敬涵, 等. 软常开点的双闭环控制及其在配电网中的应用[J]. 智能电网, 2013, 1(1): 49-55. Li Zhicheng, Wu Jianzhong, He Jinghan, et al.Dual closed-loop control of soft normally open points and its application in distribution networks[J]. Smart Grid, 2013, 1(1): 49-55. [8] Wang Chengshan, Song Guanyu, Li Peng, et al.Optimal siting and sizing of soft open points in active electrical distribution networks[J]. Applied Energy, 2017, 189: 301-309. [9] 王成山, 宋关羽, 李鹏, 等. 考虑分布式电源运行特性的有源配电网智能软开关SOP规划方法[J]. 中国电机工程学报, 2017, 37(7): 1889-1897. Wang Chengshan, Song Guanyu, Li Peng, et al.Optimal configuration of soft open point for active distribution network considering the characteristics of distributed generation[J]. Proceedings of the CSEE, 2017, 37(7): 1889-1897. [10] Cao Wanyu, Wu Jianzhong, Jenkins N, et al.Benefits analysis of soft open points for electrical distri- bution network operation[J]. Applied Energy, 2016, 165: 36-47. [11] 赵金利, 李雨薇, 李鹏, 等. 基于二阶锥规划的有源配电网SNOP电压无功时序控制方法[J]. 高电压技术, 2016, 42(7): 2134-2141. Zhao Jinli, Li Yuwei, Li Peng, et al.Sequential voltage regulation of soft normally open point in active distribution network based on second-order cone programming[J]. High Voltage Engineering, 2016, 42(7): 2134-2141. [12] Long Chao, Wu Jianzhong, Thomas L, et al.Optimal operation of soft open points in medium voltage electrical distribution networks with distributed generation[J]. Applied Energy, 2016, 184: 427-437. [13] 王成山, 宋关羽, 李鹏, 等. 一种联络开关和智能软开关并存的配电网运行时序优化方法[J]. 中国电机工程学报, 2016, 36(9): 2315-2321. Wang Chengshan, Song Guanyu, Li Peng, et al.A hybrid optimization method for distribution network operation with SNOP and tie switch[J]. Proceedings of the CSEE, 2016, 36(9): 2315-2321. [14] Zhang Lu, Tang Wei, Liang Jun, et al.Coordinated day-ahead reactive power dispatch in distribution network based on real power forecast errors[J]. IEEE Transactions on Power Systems, 2016, 31(3): 2472-2480. [15] Capitanescu F, Ochoa L F, Margossian H, et al.Assessing the potential of network reconfiguration to improve distributed generation hosting capacity in active distribution systems[J]. IEEE Transactions on Power Systems, 2015, 30(1): 346-356. [16] 蔡宇, 林今, 宋永华, 等. 基于模型预测控制的主动配电网电压控制[J]. 电工技术学报, 2015, 30(23): 42-49. Cai Yu, Lin Jin, Song Yonghua, et al.Voltage control strategy in active distribution network based on model predictive control[J]. Transactions of China Electrotechnical Society, 2015, 30(23): 42-49. [17] 贾星蓓, 窦春霞, 岳东, 等. 基于多代理系统的微电网多尺度能量管理[J]. 电工技术学报, 2016, 31(17): 63-73. Jia Xingbei, Dou Chunxia, Yue Dong, et al.Multiple-time-scales optimal energy management in microgrid system based on multi-agent-system[J]. Transactions of China Electrotechnical Society, 2016, 31(17): 63-73. [18] Alzalg B.Decomposition-based interior point methods for stochastic quadratic second-order cone programming[J]. Applied Mathematics and Com- putation, 2014, 249(Supplement C): 1-18. [19] 王勇超, 陈皓勇, 禤培正, 等. 基于最优场景集的含多类型电源鲁棒调度[J]. 电网技术, 2016, 40(2): 354-362. Wang Yongchao, Chen Haoyong, Xuan Peizheng, et al.A robust scheduling with multiple types of power sources based on optimal scenario set[J]. Power System Technology, 2016, 40(2): 354-362. [20] Golshannavaz S, Afsharnia S, Aminifar F.Smart distribution grid: optimal day-ahead scheduling with reconfigurable topology[J]. IEEE Transactions on Smart Grid, 2014, 5(5): 2402-2411.