
上海电力大学 电气工程学院, 上海市 杨浦区,200090
Published:2026
移动端阅览
胡裕, 王育飞. Optimal Dispatching Strategy for Mobile Energy Storage in Active Distribution Network Based on Global Sensitivity Analysis[J]. 2026, 43(1): 116-126.
胡裕, 王育飞. Optimal Dispatching Strategy for Mobile Energy Storage in Active Distribution Network Based on Global Sensitivity Analysis[J]. 2026, 43(1): 116-126. DOI: 10.19725/j.cnki.1007-2322.2023.0415.
针对有源配电网存在负荷峰谷差和线路网损进一步增大、电压越限的问题,提出一种基于全局灵敏度分析的有源配电网移动式储能优化调度策略。首先,提出一种考虑总体电压偏移和线路网损的全局灵敏度分析方法,求解有功-电压偏移、有功-线路网损、无功-电压偏移、无功-线路网损等4个灵敏度,通过综合灵敏度排序,确定移动式储能候选接入位置。然后,建立移动式储能两阶段优化调度模型:第一阶段以削峰填谷效果最优和移动式储能运行成本最低为目标;第二阶段以总体电压偏移、线路网损最小和移动式储能行驶成本最低为目标,并在第二阶段模型中加入移动式储能接入位置选择范围约束。最后,以IEEE 33节点配电网系统为例进行仿真分析。结果表明:所提调度策略在有效发挥移动式储能削峰填谷作用、保持良好运行经济性的同时,还能显著降低系统总体电压偏移和线路网损。
Aiming at the issues of further increase in both load peak-valley difference and line loss
as well as voltage over-limit in active distribution network
an optimal dispatching strategy for mobile energy storage in active distribution network is proposed based on global sensitivity analysis. Firstly
a global sensitivity analysis method considering overall voltage offset and line loss is proposed
aiming to address the four sensitivities of active power-voltage offset
active power-line loss
reactive power-voltage offset and reactive power-line loss. The candidate access location of mobile energy storage is determined by comprehensive sensitivity ranking. Subsequently
a two-stage optimal dispatching model for mobile energy storage is established. The first stage is to achieve the optimal effect of peak load shifting and the lowest operating cost of mobile energy storage. The second stage aims at minimizing the overall voltage offset
the line loss and the driving cost of mobile energy storage. Additionally
the range constraint of mobile energy storage access location selection is added to the second stage model. Finally
the IEEE 33 node distribution network system is taken as an example for simulation analysis. The results demonstrate that the proposed dispatching strategy can effectively reduce the overall voltage offset and line loss
while ensuring the good effect of peak load shaving and the economic operation of mobile energy storage as well.
AHMED H M A, SINDI H F, AZZOUZ M A, et al . Optimal sizing and scheduling of mobile energy storage toward high penetration levels of renewable energy and fast charging stations[J ] . IEEE Transactions on Energy Conversion, 2022, 37(2): 1075−1086.
ZHAO Yitong, WANG Huifang, HE Benteng, et al . Optimization strategy of configuration and operation for user-side battery energy storage[J ] . Automation of Electric Power Systems, 2020, 44(6): 121−128(in Chinese).
赵乙潼, 王慧芳, 何奔腾, 等. 面向用户侧的电池储能配置与运行优化策略[J]. 电力系统自动化, 2020, 44(6): 121−128.
SUN Hui, SHEN Zhonghao, ZHOU Wei, et al . Congestion dispatch research of active distribution network with electric vehicle group response[J ] . Proceedings of the CSEE, 2017, 37(19): 5549−5559(in Chinese).
孙辉, 沈钟浩, 周玮, 等. 电动汽车群响应的主动配电网阻塞调度研究[J]. 中国电机工程学报, 2017, 37(19): 5549−5559.
LIU Wenxia, WANG Lingfei, XU Yiming, et al . Adaptive power flow optimization of multi-terminal flexible distribution network considering voltage operation risk difference[J ] . Electric Power Automation Equipment, 2019, 39(5): 1−6,14(in Chinese).
刘文霞, 王凌飞, 徐艺铭, 等. 考虑节点运行风险差异的多端柔性配电网络自适应潮流优化[J]. 电力自动化设备, 2019, 39(5): 1−6,14.
GAO Pengcheng, WANG Lei, LI Lisheng, et al . Voltage control strategy based on adjustment of PV inverters in distribution network[J ] . Electric Power Automation Equipment, 2019, 39(4): 190−196(in Chinese).
高鹏程, 王蕾, 李立生, 等. 基于光伏逆变器调节的配电网电压控制策略[J]. 电力自动化设备, 2019, 39(4): 190−196.
ZHANG Xudong, WANG Haojing, WU Geng, et al . Robust power-loss cost optimization model considering price uncertainty for active distribution network[J ] . Electric Power Automation Equipment, 2017, 37(9): 131−138(in Chinese).
张旭东, 王昊婧, 武赓, 等. 考虑电价不确定性的主动配电网网损成本鲁棒优化模型[J]. 电力自动化设备, 2017, 37(9): 131−138.
LI Keming, WANG Yufei. Multi-objective islanding operation strategy of active distribution network considering the assistance of mobile energy storage system[J]. Modern Electric Power, 2024, 41(4): 727−738(in Chinese).
李可铭, 王育飞. 考虑移动式储能辅助的有源配电网多目标孤岛运行策略[J]. 现代电力, 2024, 41(4): 727−738.
WANG Yushan, DENG Hui, WANG Xu, et al . Optimal configuration and operation strategy of mobile energy storage in distribution network considering spatial-temporal evolution of typhoon[J ] . Automation of Electric Power Systems, 2022, 46(9): 42−51(in Chinese).
王钰山, 邓晖, 王旭, 等. 考虑台风时空演变的配电网移动储能优化配置与运行策略[J]. 电力系统自动化, 2022, 46(9): 42−51.
ZHANG Lu, HUANG Rui, WANG Zhaoqi, et al . Optimal configuration strategy of mobile energy storage in distribution network considering balance between resilience and economy[J ] . Automation of Electric Power Systems, 2020, 44(21): 23−31(in Chinese).
张璐, 黄睿, 王照琪, 等. 考虑恢复力与经济性均衡的配电网移动储能优化配置策略[J]. 电力系统自动化, 2020, 44(21): 23−31.
王育飞, 李可铭, 陈强, 等. 基于市场机制与移动式储能的有源配电网阻塞管理方法[J]. 现代电力, 2024, 41(06): 1138−1147.
YAO S, WANG P, LIU X, et al . Rolling optimization of mobile energy storage fleets for resilient service restoration[J ] . IEEE Transactions on Smart Grid, 2020, 11(2): 1030−1043.
LU Z, XU X, YAN Z, et al . Multi-Stage robust optimization of routing and scheduling of mobile energy storage in coupled transportation and power distribution networks[J ] . IEEE Transactions on Transportation Electrification, 2022, 8(2): 2583−2594.
WANG Yuehan, LIU Wenxia, YAO Qi, et al . Pre-layout and dynamic scheduling strategy of mobile energy storage for resilience enhancement of distribution network[J ] . Automation of Electric Power Systems, 2022, 46(15): 37−45(in Chinese).
王月汉, 刘文霞, 姚齐, 等. 面向配电网韧性提升的移动储能预布局与动态调度策略[J]. 电力系统自动化, 2022, 46(15): 37−45.
WANG Yufei, ZHENG Yunping, XUE Hua, et al . Optimal dispatch of mobile energy storage for peak load shifting based on enhanced firework algorithm[J ] . Automation of Electric Power Systems, 2021, 45(5): 48−56(in Chinese).
王育飞, 郑云平, 薛花, 等. 基于增强烟花算法的移动式储能削峰填谷优化调度[J]. 电力系统自动化, 2021, 45(5): 48−56.
LI Jingqi, WANG Dan, FAN Hua, et al . Hierarchical optimal control method for active distribution network with mobile energy storage[J ] . Automation of Electric Power Systems, 2022, 46(10): 189−198(in Chinese).
李婧祺, 王丹, 樊华, 等. 含移动式储能的主动配电网分层优化控制方法[J]. 电力系统自动化, 2022, 46(10): 189−198.
WANG Yufei, CHEN Qiang, ZHENG Yunping, et al . Optimal scheduling of mobile energy storage in active distribution network based on dynamic reactive power and voltage sensitivity[J ] . Automation of Electric Power Systems, 2023, 43(2): 29−35(in Chinese).
王育飞, 陈强, 郑云平, 等. 基于动态无功电压灵敏度的有源配电网移动式储能优化调度[J]. 电力自动化设备, 2023, 43(2): 29−35.
LIU Lei, WANG Zhuoqun, MA Ping. Analysis and optimization of static voltage stability of wind power integration systems[J]. Electrical Automation, 2020, 42(2): 67−69(in Chinese).
刘蕾, 王卓群, 马平. 对风电并网系统静态电压稳定性的分析及优化[J]. 电气自动化, 2020, 42(2): 67−69.
WANG Han, HOU Kai, LIU Xiaonan, et al . Resilience enhancement method for electricity-gas interconnection system based on global sensitivity analysis[J ] . Automation of Electric Power Systems, 2023, 47(3): 59−67(in Chinese).
王晗, 侯恺, 刘晓楠, 等. 基于全局灵敏度分析的电气互联系统韧性提升方法[J]. 电力系统自动化, 2023, 47(3): 59−67.
HE Kun, YAN Zheng, XU Xiaoyuan, et al . Sobol’ method based global sensitivity analysis of power flow in islanded microgrid[J ] . Automation of Electric Power Systems, 2018, 42(14): 99−106(in Chinese).
何琨, 严正, 徐潇源, 等. 基于Sobol法的孤岛微电网潮流全局灵敏度分析[J]. 电力系统自动化, 2018, 42(14): 99−106.
WANG Yuhong, MIN Yangxi, YU Guangyuan, et al . Parameters coordinated optimization of subsynchronous oscillation of doubly fed induction generator system based on impedance sensitivity analysis with sobol method[J ] . High Voltage Engineering, 2023, 49(4): 1703−1713(in Chinese).
王渝红, 闵杨晰, 于光远, 等. 基于Sobol方法阻抗灵敏度分析的双馈风机系统次同步振荡参数协调优化[J]. 高电压技术, 2023, 49(4): 1703−1713.
FANG Xiaotao, YAN Zheng, WANG han, et al . A shared energy storage optimal operation method considering the risk of probabilistic voltage unbalance factor limit violation[J ] . Journal of Shanghai Jiao Tong University, 2022, 56(7): 827−839(in Chinese).
方晓涛, 严正, 王晗, 等. 考虑概率电压不平衡度越限风险的共享储能优化运行方法[J]. 上海交通大学学报, 2022, 56(7): 827−839.
CHEN Zhong, GU Dingdong, GUO Qing. Optimize and control of voltage security in active distribution network considering global correlation[J]. Automation of Electric Power Systems, 2023, 47(21): 99−107(in Chinese).
陈中, 顾叮咚, 郭庆. 考虑全局相关性的主动配电网电压安全优化控制[J]. 电力系统自动化, 2023, 47(21): 99−107.
LIU S, HAN J. Toward energy-efficient stochastic circuits using parallel sobol sequences[J]. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2018, 26(7): 1326−1339.
BAI Yachao. Comparison of the effect of low discrepancy sequences using Monte Carlo method to price American options[D]. Nanjing: Nanjing University, 2021(in Chinese).
白亚超. 以蒙特卡洛法定价美式期权为应用的低差异序列效果对比[D]. 南京: 南京大学, 2021.
HAN Zijiao, LI Zhengwen, ZHANG Wenda, et al . Economic operation strategy of hydrogen integrated energy system considering uncertainty of photovoltaic output power[J ] . Electric Power Automation Equipment, 2021, 41(10): 99−106(in Chinese).
韩子娇, 李正文, 张文达, 等. 计及光伏出力不确定性的氢能综合能源系统经济运行策略[J]. 电力自动化设备, 2021, 41(10): 99−106.
TAI Yufeng. Optimal allocation and scheduling strategy of mobile energy storage vehicle in active distribution network[D]. Beijing: North China Electric Power University(Beijing), 2021(in Chinese).
邰宇峰. 主动配电网移动储能优化配置与调度策略研究[D]. 北京: 华北电力大学(北京), 2021.
0
Views
45
下载量
0
CSCD
Publicity Resources
Related Articles
Related Author
Related Institution
京公网安备11010802024621