考虑孤岛源-荷不确定性的直流配电网可靠性评估

doi:10.19595/j.cnki.1000-6753.tces.201405

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Abstract Aiming at the DC distribution network with High-penetration DG, a reliability evaluation method of DC distribution network considering the uncertainty of island source-load is proposed. According to the operating status and redundancy of the equipment, Markov reliability models of the inverter, DC transformer and DC circuit breaker are established. Aiming at the uncertainty of DG and load, multi-scenario technology (including Latin hypercube sampling, Cholesky decomposition combined with Nataf transform, scenario reduction technology) is used to generate islanding source-load typical scenarios, and a calculation method of island formation probability considering the duration of island is proposed. The minimum path method is improved based on the DG power supply situation and the probability of island formation, and the improved minimum path method is used to calculate the reliability indices of the DC distribution network. The effectiveness of the proposed method is verified by calculation examples, and the reliability indices of load points and the system before and after DG access are compared.

Key words： Markov DC distribution network reliability distributed generation intentional island minimal path method

Received: 21 October 2020

PACS:

TM744

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	Articles by authors
	Ma Yu
	Wei Gang
	Li Yang
	Li Mu
	Deng Shenwei

Cite this article:

Ma Yu,Wei Gang,Li Yang等. Reliability Evaluation of DC Distribution Network Considering Islanding Source-Load Uncertainty[J]. Transactions of China Electrotechnical Society, 2021, 36(22): 4726-4738.

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https://dgjsxb.ces-transaction.com/EN/10.19595/j.cnki.1000-6753.tces.201405 OR https://dgjsxb.ces-transaction.com/EN/Y2021/V36/I22/4726

[1] 罗志刚, 韦钢, 袁洪涛, 等. 基于区间直觉模糊理论的直流配网规划方案综合决策[J]. 电工技术学报, 2019, 34(10): 2011-2021.
Luo Zhigang, Wei Gang, Yuan Hongtao, et al.Comprehensive decision of DC distribution network planning based on interval intuitionistic fuzzy theory[J]. Transactions of China Electrotechnical Society, 2019, 34(10): 2011-2021.
[2] 李海波, 赵宇明, 刘国伟, 等. 基于时序仿真的商业楼宇交流与直流配电系统能效对比[J]. 电工技术学报, 2020, 35(19): 4194-4206.
Li Haibo, Zhao Yuming, Liu Guowei, et al.The time sequential simulation based energy efficiency comparison of AC and DC distribution power system in commercial buildings[J]. Transactions of China Electrotechnical Society, 2020, 35(19): 4194-4206.
[3] 文娟, 谭阳红, 何怡刚, 等. 含分布式电源的复杂配电网多阶段故障恢复方法[J]. 电工技术学报, 2018, 33(14): 3332-3341.
Wen Juan, Tan Yanghong, He Yigang, et al.A multi-stage service restoration method for complex distribution networks with distributed generators[J]. Transactions of China Electrotechnical Society, 2018, 33(14): 3332-3341.
[4] 史清芳, 徐习东, 赵宇明. 电力电子设备对直流配电网可靠性影响[J]. 电网技术, 2016, 40(3): 725-732.
Shi Qingfang, Xu Xidong, Zhao Yuming.Effects of power electronic devices on DC distribution reliability[J]. Power System Technology, 2016, 40(3): 725-732.
[5] 李江, 刘伟波, 李国庆, 等. 基于序贯蒙特卡洛法的直流配电网可靠性评估与预测[J]. 太阳能学报, 2018, 39(1): 154-162.
Li Jiang, Liu Weibo, Li Guoqing, et al.DC distribution networks reliability evaluation and prediction based on sequential Minte-Carlo method[J]. Acta Energiae Solaris Sinica, 2018, 39(1): 154-162.
[6] 赵书涛, 王波, 华回春, 等. 基于马尔科夫模型的直流断路器可靠性评估方法[J]. 电工技术学报, 2019, 34(增刊1): 126-132.
Zhao Shutao, Wang Bo, Hua Huichun, et al.Reliability evaluation method of DC circuit breaker based on markov model[J]. Transactions of China Electrotechnical Society, 2019, 34(S1): 126-132.
[7] 李蕊, 李跃, 郭威, 等. 分布式电源接入对配电网可靠性影响的仿真分析[J]. 电网技术, 2016, 40(7): 2016-2021.
Li Rui, Li Yue, Guo Wei, et al.Simulation analysis of the influence of distributed generation on the reliability of distribution network[J]. Power System Technology, 2016, 40(7): 2016-2021.
[8] 丁明, 胡迪, 毕锐, 等. 含高渗透率可再生能源的配电网可靠性分析[J]. 太阳能学报, 2020, 41(2): 194-202.
Ding Ming, Hu Di, Bi Rui, et al.Reliability analysis of distribution system containing high penetration renewable energy[J]. Acta Energiae Solaris Sinica, 2020, 41(2): 194-202.
[9] 王鑫杰. 直流供配电系统可靠性评估及故障隔离设备配置研究[D]. 杭州: 浙江大学, 2018.
[10] 范婷婷, 杜松怀, 刘科研, 等. 计及输入变量相关性的有源配电网可靠性概率评估三点估计法[J]. 电网技术, 2017, 41(7): 2324-2331.
Fan Tingting, Du Songhuai, Liu Keyan, et al.Probabilistic reliability evaluation of active distribution network based on three-point estimate method considering correlation of input variables[J]. Power System Technology, 2017, 41(7): 2324-2331.
[11] 王昌照, 汪隆君, 王钢, 等. 分布式电源出力与负荷相关性对配电网可靠性的影响分析[J]. 电力自动化设备, 2015, 35(6): 99-105.
Wang Changzhao, Wang Longjun, Wang Gang, et al.Impact of distributed generation output and load correlation on distribution network reliability[J]. Electric Power Automation Equipment, 2015, 35(6): 99-105.
[12] 熊小萍, 杨露, 李宁, 等. 基于仿射最小路法的含分布式电源配电网可靠性分析[J]. 电力系统自动化, 2017, 41(17): 43-50.
Xiong Xiaoping, Yang Lu, Li Ning, et al.Reliability analysis of distribution network with distributed generators based on affine minimal path method[J]. Automation of Electric Power Systems, 2017, 41(17): 43-50.
[13] 伍言, 刘俊勇, 向月, 等. 考虑光伏DG孤岛续航能力的配电网可靠性评估[J]. 电力自动化设备, 2013, 33(5): 112-118.
Wu Yan, Liu Junyong, Xiang Yue, et al.Reliability evaluation for distribution system considering supplying ability of photovoltaic DG[J]. Electric Power Automation Equipment, 2013, 33(5): 112-118.
[14] 王朝亮, 赵成勇, 许建中. 模块化多电平换流器的子模块冗余配置计算方法[J]. 电力系统自动化, 2013, 37(16): 103-107.
Wang Chaoliang, Zhao Chengyong, Xu Jianzhong.A method for calculating sub-module redundancy configurations in modular multilevel converters[J]. Automation of Electric Power Systems, 2013, 37(16): 103-107.
[15] Zhang Liang, Zhang Dan, Hua Ting, et al.Reliability evaluation of modular multilevel converter based on Markov model[J]. Journal of Modern Power Systems and Clean Energy, 2019, 7(5): 1355-1363.
[16] 刘青龙. 应用马尔科夫理论评估多状态连续-k-out- of-n:F系统的可靠性[D]. 兰州: 兰州大学, 2012.
[17] 李扬, 韦钢, 马钰, 等. 含电动汽车和分布式电源的主动配电网动态重构[J]. 电力系统自动化, 2018, 42(5): 102-110.
Li Yang, Wei Gang, Ma Yu, et al.Dynamic reconfiguration of active distribution network considering electric vehicles and distributed generations[J]. Automation of Electric Power Systems, 2018, 42(5): 102-110.
[18] 贾晨, 杜欣慧, 姚宏民. 计及不确定因素的售电公司动态购电决策多目标优化研究[J]. 电力系统保护与控制, 2019, 47(21): 134-143.
Jia Chen, Du Xinhui, Yao Hongmin.Multi-objective optimization research on dynamic procurement strategy for electricity retailers considering uncertainty factors[J]. Power System Protection and Control, 2019, 47(21): 134-143.
[19] 韩海腾, 高山, 吴晨, 等. 基于Nataf变换的电网不确定性多点估计法[J]. 电力系统自动化, 2015, 39(7): 28-34.
Han Haiteng, Gao Shan, Wu Chen, et al.Uncertain power flow solved by multi-point estimate method based on Nataf transformation[J]. Automation of Electric Power Systems, 2015, 39(7): 28-34.
[20] 郑能, 丁晓群, 管志成, 等. 基于场景法的配电网有功-无功协调优化[J]. 电网技术, 2019, 43(5): 1640-1651.
Zheng Neng, Ding Xiaoqun, Guan Zhicheng, et al.Coordinated optimization of active power and reactive power in distribution network based on scenario method[J]. Automation of Electric Power Systems, 2019, 43(5): 1640-1651.
[21] 汤旻安, 张凯越, 许希元. 基于启发式规则与AHP-CRITIC算法的配电网故障恢复策略[J]. 电力系统保护与控制, 2020, 48(14): 1-9.
Tang Min'an, Zhang Kaiyue, Xu Xiyuan.Service restoration strategy of a distribution network based on heuristic rules and the AHP-CRITIC algorithm[J]. Power System Protection and Control, 2020, 48(14): 1-9.
[22] 李振坤, 李一骄, 张代红, 等. 储能设备对有源配电网供电可靠性的影响分析及优化配置[J]. 电网技术, 2018, 42(11): 3676-3683.
Li Zhenkun, Li Yijiao, Zhang Daihong, et al.Influence analysis of energy storage device on reliability of distribution network and its optimal allocation[J]. Power System Technology, 2018, 42(11): 3676-3683.
[23] 姚玉海, 张璇, 齐伟强, 等. 基于Dijkstra算法的配电网孤岛划分[J]. 电力系统保护与控制, 2017, 45(24): 36-43.
Yao Yuhai, Zhang Xuan, Qi Weiqiang, et al.Island partition of the distribution system based on Dijkstra algorithm[J]. Power System Protection and Control, 2017, 45(24): 36-43.
[24] 吕智林, 谭颖, 李捷, 等. 基于Markov-ELM的独立混合微网分布式电源多目标容量优化配置[J]. 中国电机工程学报, 2017, 37(7): 1927-1937.
Lü Zhilin, Tan Ying, Li Jie, et al.Multi-objective optimal sizing for distributed generation of isolated hybrid microgrid based on Markov-ELM[J]. Proceedings of the CSEE, 2017, 37(7): 1927-1937.
[25] 龙川, 张文涛, 叶圣永, 等. 计及源荷相关性含电动汽车的分布式电源选址定容规划[J]. 热力发电, 2020, 49(6): 97-104.
Long Chuan, Zhang Wentao, Ye Shengyong, et al.Optimal planning for siting and sizing of distributed generator including electric vehicles considering correlations of source and load[J]. Thermal Power Generation, 2020, 49(6): 97-104.
[26] 许奕斌, 章禹, 何宇斌, 等. 计及灵活性的检修-运行协同优化模型及算法[J]. 电力系统自动化, 2018, 42(11): 32-40.
Xu Yibin, Zhang Yu, He Yubin, et al.Collaborative optimization model and algorithm of maintenance and operation considering flexibility[J]. Automation of Electric Power Systems, 2018, 42(11): 32-40.