基于运行优化的含储能电力系统可靠性评估方法

doi:10.11930/j.issn.1004-9649.202202047

中国电力 ›› 2022, Vol. 55 ›› Issue (9): 23-28.DOI: 10.11930/j.issn.1004-9649.202202047

• 面向“双高”电力系统的电、热、氢储能应用与协同 • 上一篇下一篇

基于运行优化的含储能电力系统可靠性评估方法

张黎明¹, 李浩¹, 吴亚雄¹, 高崇¹, 张俊潇¹, 刘涌²

1. 广东电网有限责任公司电网规划研究中心，广东广州 510080;
2. 上海博英信息科技有限公司，上海 200240

收稿日期:2022-02-21 修回日期:2022-08-07 出版日期:2022-09-28 发布日期:2022-09-20
作者简介:张黎明（1993—），男，硕士，助理工程师，从事电力系统规划与运行研究，E-mail：lmzwind@163.com;李浩（1991—），男，硕士，工程师，从事电力系统规划与运行研究，E-mail：467588975@qq.com;刘涌（1976—），男，通信作者，博士，高级工程师，从事电力系统规划与运行研究，E-mail：yongliu888@163.com
基金资助:
中国南方电网有限责任公司科技项目（GDKJXM20220273）；广东电网有限责任公司电力规划专题项目（031000QQ00210004）

A Reliability Evaluation Method for Power System with Energy Storage Based on Operation Optimization

ZHANG Liming¹, LI Hao¹, WU Yaxiong¹, GAO Chong¹, ZHANG Junxiao¹, LIU Yong²

1. Grid Planning and Research Center, Guangdong Power Grid Company, Guangzhou 510080, China;
2. Shanghai Proinvent Information Tech Co., Ltd., Shanghai 200240, China

Received:2022-02-21 Revised:2022-08-07 Online:2022-09-28 Published:2022-09-20
Supported by:
This work is supported by Science and Technology Project of China Southern Power Grid Corporation (No.GDKJXM20220273), Special Power Planning Project of Guangdong Power Grid Company (No.031000QQ00210004).

摘要/Abstract

摘要： 针对传统可靠性评估方法容易导致停电损失的问题，提出基于运行优化的含储能的电力系统可靠性评估方法。首先，根据分布式电源出力建立概率模型，并在峰谷电价机制下，建立受利益驱动影响的储能概率模型；然后，根据故障类型细化故障隔离范围，对非故障隔离区域进行孤岛划分和功率匹配，减少停电损失；最后，提出了基于序贯蒙特卡罗的可靠性评估方法，通过仿真验证了该方法的有效性。

关键词: 新型电力系统, 分布式电源, 储能, 运行优化

Abstract: In view of the problem that the traditional reliability evaluation method often leads to outage loss of power system, a new reliability evaluation method is proposed for power system with energy storage based on operation optimization. Firstly, a probabilistic model is established according to distributed generation output, and a profit-driven energy storage probability model is established under the peak-valley price mechanism. Secondly, the fault isolation range is refined according to fault types, and the non-fault isolation area is islanded and power matched through network reconfiguration to minimize power outage losses. Finally, a sequential Monte Carlo based reliability evaluation method is proposed. The effectiveness of method is verified through simulation.

Key words: new power system, distributed generation, energy storage, operation optimization

张黎明, 李浩, 吴亚雄, 高崇, 张俊潇, 刘涌. 基于运行优化的含储能电力系统可靠性评估方法[J]. 中国电力, 2022, 55(9): 23-28.

ZHANG Liming, LI Hao, WU Yaxiong, GAO Chong, ZHANG Junxiao, LIU Yong. A Reliability Evaluation Method for Power System with Energy Storage Based on Operation Optimization[J]. Electric Power, 2022, 55(9): 23-28.

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参考文献

[1] 张子瑞. 实现“双碳”目标, 电网责无旁贷[N/OL]. (2021-03-10)[ 2022-07-02]. https://www.cnenergynews. cn/dianli/2021/03/10/detail_2021031092817. html.
[2] 赵洪山, 赵航宇. 考虑元件故障率变化的配电网可靠性评估[J]. 电力系统保护与控制, 2015, 43(11): 56–62
ZHAO Hongshan, ZHAO Hangyu. Distribution system reliability analysis considering the elements failure rate changes[J]. Power System Protection and Control, 2015, 43(11): 56–62
[3] 王成山, 李鹏, 于浩. 智能配电网的新形态及其灵活性特征分析与应用[J]. 电力系统自动化, 2018, 42(10): 13–21
WANG Chengshan, LI Peng, YU Hao. Development and characteristic analysis of flexibility in smart distribution network[J]. Automation of Electric Power Systems, 2018, 42(10): 13–21
[4] 吴英俊, 范婷婷, 徐昊, 等. 考虑天气影响的配电信息物理系统可靠性评估[J]. 中国电力, 2020, 53(4): 59–68
WU Yingjun, FAN Tingting, XU Hao, et al. Reliability evaluation of cyber-physical distribution network considering the impact of weather conditions[J]. Electric Power, 2020, 53(4): 59–68
[5] 汪惟源, 窦飞, 程锦闽, 等. 一种风光联合出力概率模型建模方法[J]. 电力系统保护与控制, 2020, 48(10): 22–29
WANG Weiyuan, DOU Fei, CHENG Jinmin, et al. A modeling method for a wind and photovoltaic joint power probability model[J]. Power System Protection and Control, 2020, 48(10): 22–29
[6] 牛壮壮, 刘三明, 刘扬. 考虑时序性和相关性的EVCS在配电网中的最优规划[J]. 智慧电力, 2021, 49(3): 95–102
NIU Zhuangzhuang, LIU Sanming, LIU Yang. Optimal planning of EVCS in distribution network considering sequential feature and correlation[J]. Smart Power, 2021, 49(3): 95–102
[7] 常金旺, 刘波, 薛建明, 等. 风光储供给火电厂厂用电的消纳技术及其可靠性研究[J]. 供用电, 2020, 37(7): 81–87
CHANG Jinwang, LIU Bo, XUE Jianming, et al. Study on the absorption technology and reliability of wind photovoltaic and storage energy for auxiliary power of thermal plant[J]. Distribution & Utilization, 2020, 37(7): 81–87
[8] 王晶, 陈江斌, 束洪春. 基于可靠性的微网容量最优配置[J]. 电力自动化设备, 2014, 34(4): 120–127
WANG Jing, CHEN Jiangbin, SHU Hongchun. Microgrid capacity configuration optimization based on reliability[J]. Electric Power Automation Equipment, 2014, 34(4): 120–127
[9] 郑雅迪, 张安安, 张银, 等. 计及设备时变性的园区综合能源系统能效模型[J]. 智慧电力, 2022, 50(4): 103–109
ZHENG Yadi, ZHANG Anan, ZHANG Yin, et al. Energy efficiency model of park-level integrated energy system considering time variation of equipment[J]. Smart Power, 2022, 50(4): 103–109
[10] 王凯, 栗文义, 李龙, 等. 含风/光互补发电系统可靠性与经济性评估[J]. 电工电能新技术, 2015, 34(6): 52–56,63
WANG Kai, LI Wenyi, LI Long, et al. Reliability and economy evaluation of complementary power systems containing wind and solar energy[J]. Advanced Technology of Electrical Engineering and Energy, 2015, 34(6): 52–56,63
[11] 韩俊, 黄俊辉, 方亮, 等. 基于综合能源的区域用能可靠性评估研究[J]. 电测与仪表, 2021, 58(10): 9–15
HAN Jun, HUANG Junhui, FANG Liang, et al. Research on reliability assessment of regional energy based on integrated energy[J]. Electrical Measurement & Instrumentation, 2021, 58(10): 9–15
[12] 马钰, 韦钢, 李扬, 等. 考虑孤岛源-荷不确定性的直流配电网可靠性评估[J]. 电工技术学报, 2021, 36(22): 4726–4738
MA Yu, WEI Gang, LI Yang, et al. Reliability evaluation of DC distribution network considering islanding source-load uncertainty[J]. Transactions of China Electrotechnical Society, 2021, 36(22): 4726–4738
[13] WANG L, YUAN M Y, ZHANG F, et al. Risk assessment of distribution networks integrating large-scale distributed photovoltaics[J]. IEEE Access, 2019, 7: 59653–59664.
[14] 石敏, 周步祥, 张冰, 等. 计及分布式电源不确定性的配电网系统可靠性评估[J]. 电力系统及其自动化学报, 2017, 29(12): 114–120
SHI Min, ZHOU Buxiang, ZHANG Bing, et al. Reliability assessment of distribution network system considering the output uncertainties of distributed generations[J]. Proceedings of the CSU-EPSA, 2017, 29(12): 114–120
[15] 袁明飞, 赵凤展, 王树田, 等. 基于蒙特卡洛模拟的含风电-储能发电系统可靠性评估[J]. 电器与能效管理技术, 2020(5): 28–34
YUAN Mingfei, ZHAO Fengzhan, WANG Shutian, et al. Reliability evaluation of wind-storage power generation systems based on Monte Carlo simulation[J]. Electrical & Energy Management Technology, 2020(5): 28–34
[16] 张雪寒, 余涛. 计及风速与负荷相关性的电-气互联系统概率可靠性评估方法[J]. 高电压技术, 2019, 45(10): 3263–3272
ZHANG Xuehan, YU Tao. Probabilistic reliability evaluation method of electricity-gas integrated energy system considering correlation of wind speeds and loads[J]. High Voltage Engineering, 2019, 45(10): 3263–3272
[17] 蒋程, 王硕, 王宝庆, 等. 基于拉丁超立方采样的含风电电力系统的概率可靠性评估[J]. 电工技术学报, 2016, 31(10): 193–206
JIANG Cheng, WANG Shuo, WANG Baoqing, et al. Probabilistic reliability assessment of power system containing wind power based on Latin hypercube sampling[J]. Transactions of China Electrotechnical Society, 2016, 31(10): 193–206
[18] 陆杨, 李华强, 刘洋, 等. 考虑供能设备故障风险的电-气-热综合能源系统优化运行[J]. 电力系统保护与控制, 2022, 50(9): 34–44
LU Yang, LI Huaqiang, LIU Yang, et al. Optimal operation of electricity-gas-heat integrated energy system considering the risk of energy supply equipment failure[J]. Power System Protection and Control, 2022, 50(9): 34–44
[19] 殷自力, 郑佩祥, 陈宇星, 等. 含电动汽车和分布式电源的配电网的可靠性评估[J]. 电力系统保护与控制, 2017, 45(24): 77–83
YIN Zili, ZHENG Peixiang, CHEN Yuxing, et al. Reliability evaluation for distribution network with electric vehicle and distributed generation[J]. Power System Protection and Control, 2017, 45(24): 77–83
[20] 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
[21] 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
[22] HUSSEIN I, ALMUHAINI M. Reliability assessment of integrated wind-storage systems using Monte Carlo simulation[C]//2016 13 th International Multi-Conference on Systems, Signals & Devices (SSD). Leipzig, Germany. IEEE: 709–713.
[23] 王昕伟, 张建华, 蒋程, 等. 基于序贯蒙特卡罗方法的风电场有功出力可靠性评估[J]. 太阳能学报, 2014, 35(1): 106–112
WANG Xinwei, ZHANG Jianhua, JIANG Cheng, et al. Reliability assessment of wind farm active power based on sequential Monte-Carlo method[J]. Acta Energiae Solaris Sinica, 2014, 35(1): 106–112
[24] TUR M R. Reliability assessment of distribution power system when considering energy storage configuration technique[J]. IEEE Access, 8:77962-77971.
[25] ABUELRUB A, HEDEL J, HAMED F, et al. Reliability assessment of ring and radial microgrid configurations[C]//2021 North American Power Symposium (NAPS). College Station, TX, USA. IEEE : 1–6.

基于运行优化的含储能电力系统可靠性评估方法

A Reliability Evaluation Method for Power System with Energy Storage Based on Operation Optimization

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基于运行优化的含储能电力系统可靠性评估方法

A Reliability Evaluation Method for Power System with Energy Storage Based on Operation Optimization

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