储能科学与技术 ›› 2024, Vol. 13 ›› Issue (3): 893-902.doi: 10.19799/j.cnki.2095-4239.2023.0711
收稿日期:
2023-10-12
修回日期:
2023-10-21
出版日期:
2024-03-28
发布日期:
2024-03-28
通讯作者:
邢洁
E-mail:guyi_1007@163.com;xingj@dhu.edu.cn
作者简介:
顾怡(1999—),女,硕士研究生,研究方向为电力系统中新能源、储能系统的运行优化,E-mail:guyi_1007@163.com;
基金资助:
Yi GU(), Jie XING(), Hongyan MA, Shan GAO
Received:
2023-10-12
Revised:
2023-10-21
Online:
2024-03-28
Published:
2024-03-28
Contact:
Jie XING
E-mail:guyi_1007@163.com;xingj@dhu.edu.cn
摘要:
随着大量分布式光伏(distributed photovoltaic,DPV)并网,目前配电网中出现了日间过压和夜间低压并存的电压越限问题,并进一步影响了网络的经济运行。本工作基于此提出了两阶段光储系统协同运行的优化调度策略。该策略第一阶段通过计算节点的电压灵敏度来确定待调节的储能节点与充放功率,以及光伏可调节点;第二阶段建立了光储运行优化模型。该模型以储能的调度成本、购售电成本以及网损成本之和最小为目标,以网络潮流、节点电压、储能SOC(state of charge)、光伏的无功可调容量等作为约束,通过粒子群算法对该模型进行求解,可以得到光储系统日调度出力策略。最后,以某地区31节点的实际配电网作为算例,验证了本工作方法的有效性。算例结果表明,该策略可以通过光储的协同调度,有效治理电网中的电压越限问题,并且在保障配电网电压安全的同时,实现优化运行成本的目标。
中图分类号:
顾怡, 邢洁, 马洪艳, 高杉. 计及配网电压越限的光储协同优化运行策略[J]. 储能科学与技术, 2024, 13(3): 893-902.
Yi GU, Jie XING, Hongyan MA, Shan GAO. Optimal operation strategy of distributed photovoltaic and energy storage systems by considering voltage violations in the distribution network[J]. Energy Storage Science and Technology, 2024, 13(3): 893-902.
表1
不同对比方案下光储运行结果"
方案 编号 | 储能调节节点 (储能调节容量/MWh) | 光伏无功调整节点 | 光伏无功调整量/Mvar | 网损率 | 目标函数 /万元 | 储能调度 成本/万元 | 配电网购售电成本/万元 | 网损成本/万元 |
---|---|---|---|---|---|---|---|---|
最优方案 | 28(0.34)、27(0.27) | 28 | 0.38 | 8.236% | 0.398 | 0.0744 | -1.106 | 1.430 |
对比方案1 | — | 28,23,20 | 0.83 | 10.138% | 0.598 | — | -0.858 | 1.456 |
对比方案2 | 28(0.45)、27(0.4)、 23(0.4) | — | — | 8.083% | 0.497 | 0.265 | -1.1773 | 1.409 |
对比方案3 | 28(0.45) | 28,23 | 0.46 | 8.804% | 0.423 | 0.068 | -1.091 | 1.446 |
对比方案4 | 28(0.45)、27(0.45) | 28 | 0.4 | 8.378% | 0.445 | 0.144 | -1.134 | 1.435 |
1 | 和萍, 宫智杰, 靳浩然, 等. 高比例可再生能源电力系统调峰问题综述[J]. 电力建设, 2022, 43(11): 108-121. |
HE P, GONG Z J, JIN H R, et al. Review of peak-shaving problem of electric power system with high proportion of renewable energy[J]. Electric Power Construction, 2022, 43(11): 108-121. | |
2 | 徐潇源, 王晗, 严正, 等. 能源转型背景下电力系统不确定性及应对方法综述[J]. 电力系统自动化, 2021, 45(16): 2-13. |
XU X Y, WANG H, YAN Z, et al. Overview of power system uncertainty and its solutions under energy transition[J]. Automation of Electric Power Systems, 2021, 45(16): 2-13. | |
3 | 肖传亮, 赵波, 周金辉, 等. 配电网中基于网络分区的高比例分布式光伏集群电压控制[J]. 电力系统自动化, 2017, 41(21): 147-155. |
XIAO C L, ZHAO B, ZHOU J H, et al. Network partition based cluster voltage control of high-penetration distributed photovoltaic systems in distribution networks[J]. Automation of Electric Power Systems, 2017, 41(21): 147-155. | |
4 | 刘蕊, 吴奎华, 冯亮, 等. 含高渗透率分布式光伏的主动配电网电压分区协调优化控制[J]. 太阳能学报, 2022, 43(2): 189-197. |
LIU R, WU K H, FENG L, et al. Voltage partition coordinated optimization control of active distribution network of high penetration distributed pvs[J]. Acta Energiae Solaris Sinica, 2022, 43(2): 189-197. | |
5 | 李睿. 低压配电网电压质量问题分析与治理[J]. 电工技术, 2020(1): 110-112. |
LI R. Analysis and treatment of voltage quality problems in low-voltage distribution network[J]. Electric Engineering, 2020(1): 110-112. | |
6 | 蔡永翔, 唐巍, 徐鸥洋, 等. 含高比例户用光伏的低压配电网电压控制研究综述[J]. 电网技术, 2018, 42(1): 220-229. |
CAI Y X, TANG W, XU O Y, et al. Review on voltage control of low-voltage distribution network with high proportion of household photovoltaic[J]. Power System Technology, 2018, 42(1): 220-229. | |
7 | 柴园园, 郭力, 王成山, 等. 含高渗透率光伏的配电网分布式电压控制[J]. 电网技术, 2018, 42(3): 738-746. |
CHAI Y Y, GUO L, WANG C S, et al. Distributed voltage control in distribution networks with high penetration of PV[J]. Power System Technology, 2018, 42(3): 738-746. | |
8 | VERGARA P P, SALAZAR M, MAI T T, et al. A comprehensive assessment of PV inverters operating with droop control for overvoltage mitigation in LV distribution networks[J]. Renewable Energy, 2020, 159: 172-183. |
9 | 俞智鹏, 汤奕, 戴剑丰, 等. 基于有功自适应调整的光伏电站无功电压控制策略[J]. 电网技术, 2020, 44(5): 1900-1907. |
YU Z P, TANG Y, DAI J F, et al. Voltage/var control strategy of PV plant based on adaptive adjustment of active power[J]. Power System Technology, 2020, 44(5): 1900-1907. | |
10 | 姚宏民, 杜欣慧, 李廷钧, 等. 光伏高渗透率下配网消纳能力模拟及电压控制策略研究[J]. 电网技术, 2019, 43(2): 462-469. |
YAO H M, DU X H, LI T J, et al. Simulation of consumption capacity and voltage control strategy of distribution network with high penetration of photovoltaics[J]. Power System Technology, 2019, 43(2): 462-469. | |
11 | 徐志成, 赵波, 丁明, 等. 基于电压灵敏度的配电网光伏消纳能力随机场景模拟及逆变器控制参数优化整定[J]. 中国电机工程学报, 2016, 36(6): 1578-1587. |
XU Z C, ZHAO B, DING M, et al. Photovoltaic hosting capacity evaluation of distribution networks and inverter parameters optimization based on node voltage sensitivity[J]. Proceedings of the CSEE, 2016, 36(6): 1578-1587. | |
12 | EMARATI M, BARANI M, FARAHMAND H, et al. A two-level over-voltage control strategy in distribution networks with high PV penetration[J]. International Journal of Electrical Power & Energy Systems, 2021, 130: 106763. |
13 | 康鹏, 郭伟, 黄伟钢, 等. 区域电网电能质量问题及治理关键技术综述[J]. 电测与仪表, 2020, 57(24): 1-12. |
KANG P, GUO W, HUANG W G, et al. Review of the power quality problem and key treatment technology of regional power grid[J]. Electrical Measurement & Instrumentation, 2020, 57(24): 1-12. | |
14 | 李建林, 袁晓冬, 郁正纲, 等. 利用储能系统提升电网电能质量研究综述[J]. 电力系统自动化, 2019, 43(8): 15-24. |
LI J L, YUAN X D, YU Z G, et al. Comments on power quality enhancement research for power grid by energy storage system[J]. Automation of Electric Power Systems, 2019, 43(8): 15-24. | |
15 | WANG L, LAM C S, WONG M C. Hybrid structure of static var compensator and hybrid active power filter (SVC// HAPF) for medium-voltage heavy loads compensation[J]. IEEE Transactions on Industrial Electronics, 2018, 65(6): 4432-4442. |
16 | 侯美倩, 牛启帆, 邢洁, 等. 计及可靠性的含源配电网储能系统的优化配置[J]. 储能科学与技术, 2023, 12(2): 504-514. |
HOU M Q, NIU Q F, XING J, et al. Optimal configuration of energy storage system in distribution network with source considering reliability[J]. Energy Storage Science and Technology, 2023, 12(2): 504-514. | |
17 | 郭斌, 邢洁, 姚飞, 等. 基于双层规划模型的用户侧混合储能优化配置[J]. 储能科学与技术, 2022, 11(2): 615-622. |
GUO B, XING J, YAO F, et al. Optimal configuration of user-side hybrid energy storage based on bi-level programming model[J]. Energy Storage Science and Technology, 2022, 11(2): 615-622. | |
18 | 丁明, 施建雄, 韩平平, 等. 光储系统参与电网调频及调峰的综合控制策略[J]. 中国电力, 2021, 54(1): 116-123, 174. |
DING M, SHI J X, HAN P P, et al. An integrated control strategy for photovoltaic-energy storage system participating in frequency regulation and peak shaving of power grid[J]. Electric Power, 2021, 54(1): 116-123, 174. | |
19 | 吴杰, 温晨阳, 李珊, 等. 基于分时电价的光伏-储能系统容量优化配置[J]. 电工电能新技术, 2018, 37(1): 23-30. |
WU J, WEN C Y, LI S, et al. Optimal allocation of PV and accumulator system based on time-of-use price[J]. Advanced Technology of Electrical Engineering and Energy, 2018, 37(1): 23-30. | |
20 | 王守相, 张善涛, 王凯, 等. 计及分时电价下用户需求响应的分布式储能多目标优化运行[J]. 电力自动化设备, 2020, 40(1): 125-132. |
WANG S X, ZHANG S T, WANG K, et al. Multi-objective optimal operation of distributed energy storage considering user demand response under time-of-use price[J]. Electric Power Automation Equipment, 2020, 40(1): 125-132. | |
21 | 曾伟, 熊俊杰, 马速良, 等. 提升光伏消纳的分布式储能系统控制方法[J]. 储能科学与技术, 2022, 11(10): 3268-3274. |
ZENG W, XIONG J J, MA S L, et al. Research on control method of distributed energy storage system to improve photovoltaic consumption[J]. Energy Storage Science and Technology, 2022, 11(10): 3268-3274. | |
22 | 刘娇扬, 郭力, 杨书强, 等. 配电网中多光储微网系统的优化配置方法[J]. 电网技术, 2018, 42(9): 2806-2815. |
LIU J Y, GUO L, YANG S Q, et al. Optimal sizing for multi PV-ESS microgrids in distribution network[J]. Power System Technology, 2018, 42(9): 2806-2815. | |
23 | 李佳琪, 陈健, 张文, 等. 高渗透率光伏配电网中电池储能系统综合运行控制策略[J]. 电工技术学报, 2019, 34(2): 437-446. |
LI J Q, CHEN J, ZHANG W, et al. Integrated control strategy for battery energy storage systems in distribution networks with high photovoltaic penetration[J]. Transactions of China Electrotechnical Society, 2019, 34(2): 437-446. | |
24 | 杨子龙, 宋振浩, 潘静, 等. 分布式光伏/储能系统多运行模式协调控制策略[J]. 中国电机工程学报, 2019, 39(8): 2213-2220, 4. |
YANG Z L, SONG Z H, PAN J, et al. Multi-mode coordinated control strategy of distributed PV and energy storage system[J]. Proceedings of the CSEE, 2019, 39(8): 2213-2220, 4. | |
25 | 李翠萍, 东哲民, 李军徽, 等. 配电网分布式储能集群调压控制策略[J]. 电力系统自动化, 2021, 45(4): 133-141. |
LI C P, DONG Z M, LI J H, et al. Control strategy of voltage regulation for distributed energy storage cluster in distribution network[J]. Automation of Electric Power Systems, 2021, 45(4): 133-141. | |
26 | 姜飞, 林政阳, 何桂雄, 等. 基于动态一致性算法的光伏-储能分布式协调电压控制[J]. 天津大学学报(自然科学与工程技术版), 2021, 54(12): 1299-1308. |
JIANG F, LIN Z Y, HE G X, et al. Coordinated voltage control of distributed photovoltaic-energy-storage systems based on a dynamic consensus algorithm[J]. Journal of Tianjin University (Science and Technology), 2021, 54(12): 1299-1308. | |
27 | 曾令全, 王立娟. 基于电压灵敏度的分布式发电最大渗透率的研究[J]. 华东电力, 2013, 41(6): 1175-1180. |
ZENG L Q, WANG L J. Maximum penetration of DG based on voltage sensitivity[J]. East China Electric Power, 2013, 41(6): 1175-1180. | |
28 | 刘一欣, 郭力, 王成山. 微电网两阶段鲁棒优化经济调度方法[J]. 中国电机工程学报, 2018, 38(14): 4013-4022, 4307. |
LIU Y X, GUO L, WANG C S. Economic dispatch of microgrid based on two stage robust optimization[J]. Proceedings of the CSEE, 2018, 38(14): 4013-4022, 4307. | |
29 | 陈长青, 阳同光. 计及柔性负荷的电网储能和光伏协调规划研究[J]. 电力系统保护与控制, 2021, 49(4): 169-177. |
CHEN C Q, YANG T G. Research on grid energy storage and photovoltaic coordination planning with flexible load[J]. Power System Protection and Control, 2021, 49(4): 169-177. |
[1] | 张超, 邢作霞, 付启桐, 姜立兵, 陈雷. 固体电热储能装置热工与储能性能测试平台设计[J]. 储能科学与技术, 2023, 12(2): 585-592. |
[2] | 侯美倩, 牛启帆, 邢洁, 单英浩. 计及可靠性的含源配电网储能系统的优化配置[J]. 储能科学与技术, 2023, 12(2): 504-514. |
[3] | 张鑫, 邢作霞, 付启桐, 张超, 姜立兵. 采用感应加热的固体电热储能装置多物理场[J]. 储能科学与技术, 2023, 12(12): 3761-3769. |
[4] | 毛前军, 朱元媛. 新型分叉翅片强化管壳式储能罐储热性能[J]. 储能科学与技术, 2023, 12(1): 69-78. |
[5] | 申景潮, 胡健, 胡敬梁, 焦提操, 齐晓妹, 王云鹏, 于娣, 刘尚奇. 直流微电网储能装置双向DC-DC变换器参数自适应反步控制[J]. 储能科学与技术, 2022, 11(5): 1512-1522. |
[6] | 解玄弘, 谢敬东. 基于纳什谈判的多能VPP群协同优化运行策略[J]. 储能科学与技术, 2022, 11(12): 3937-3949. |
[7] | 李瑜, 张占强, 孟克其劳, 魏皓天. 基于分层控制的孤岛微电网储能优化控制策略[J]. 储能科学与技术, 2022, 11(1): 176-184. |
[8] | 胡平, 吴斌, 郭力, 胡诗尧, 杨书强. 基于虚拟变电站的末端配电网光储协调控制方法[J]. 储能科学与技术, 2019, 8(4): 629-636. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||