Distributed Energy Storage Planning in Distribution Network Considering Uncertainties of New Energy and Load

被引:0
|
作者
Cheng, Ran [1 ]
Xu, Zhiheng [1 ]
Li, Hao [1 ]
He, Xuan [1 ]
Wu, Yaxiong [1 ]
Liu, Zhiwen [2 ]
Cao, Yi [2 ]
机构
[1] Guangdong Power Grid Co Ltd, Grid Planning & Res Ctr, Guangzhou, Peoples R China
[2] China Southern Power Grid, Energy Dev Res Inst, GuangZhou, Peoples R China
关键词
energy storage planning; uncertainty; Cholesky decomposition; second-order cone;
D O I
10.1109/AEEES56888.2023.10114180
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Energy storage system has played a great role in smoothing intermittent energy power fluctuations, improving voltage quality and providing flexible power regulation. Whether the distribution network can realize the complete consumption of intermittent renewable energy depends to a large extent on whether the energy storage system configuration of the active distribution network is reasonable. This paper proposes a distributed energy storage planning method considering the correlation and uncertainty of new energy output. Firstly, based on Cholesky decomposition, the sampling of new energy and load satisfying corresponding distribution is obtained simultaneously. Then, the distributed energy storage planning model considering the uncertainty of new energy and load is established. Secondly, making reasonable second-order cone relaxation for the energy storage planning model. Finally, the improved Portugal 54 node distribution system is used for simulation. The results show that new energy consumption capacity and the economy of the distribution network operation can be effectively improved by taking into account the energy storage access.
引用
下载
收藏
页码:1364 / 1369
页数:6
相关论文
共 50 条
  • [21] Optimal deployment of electric vehicle charging stations, renewable distributed generation with battery energy storage and distribution static compensator in radial distribution network considering uncertainties of load and generation
    Balu, Korra
    Mukherjee, V.
    APPLIED ENERGY, 2024, 359
  • [22] Storage scheduling for optimal energy management in active distribution network considering load, wind, and plug-in electric vehicles uncertainties
    Sedghi, M.
    Ahmadian, A.
    Pashajavid, E.
    Aliakbar-Golkar, M.
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2015, 7 (03)
  • [23] Distributed Energy Storage Sequence Planning for Distribution Network Based on Priority Index
    Shi Q.
    Tang B.
    Yu G.
    Zhang Y.
    Wang H.
    Lai X.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2024, 48 (13): : 89 - 99
  • [24] Coordinated planning of distribution network considering function of multi-energy flow generalized energy storage
    Zheng W.
    Wang L.
    Sun K.
    Li H.
    Zhang Y.
    Fang Y.
    1600, Electric Power Automation Equipment Press (41): : 22 - 30
  • [25] Risk-based planning of the distribution network structure considering uncertainties in demand and cost of energy
    Esmaeeli, Mostafa
    Kazemi, Ahad
    Shayanfar, Heidarali
    Chicco, Gianfranco
    Siano, Pierluigi
    ENERGY, 2017, 119 : 578 - 587
  • [26] A Tabu Search Method for Distribution Network Planning Considering Distributed Generation and Uncertainties
    Koutsoukis, N. C.
    Georgilakis, P. S.
    Hatziargyriou, N. D.
    2014 INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS), 2014,
  • [27] Configuration of energy storage devices in regional distribution network considering optimal load control
    Yang, Yuqing
    Niu, Liyong
    Tian, Liting
    Huang, Mei
    Bao, Yan
    Shi, Wei
    Dianwang Jishu/Power System Technology, 2015, 39 (04): : 1019 - 1025
  • [28] Generalized Composite Load Mode of Distribution Network Considering Battery Energy Storage System
    Qu X.
    Li X.
    Sheng Y.
    Xiao J.
    Xu Z.
    Gaodianya Jishu/High Voltage Engineering, 2020, 46 (02): : 490 - 499
  • [29] Flexible Voltage Control Strategy of DC Distribution Network Considering Distributed Energy Storage
    Li, Yong (yongli@hnu.edu.cn), 2017, China Machine Press (32):
  • [30] Distributed voltage control of distribution network considering large-scale energy storage
    Wang X.
    He Y.
    Ma H.
    Liu X.
    Zhang H.
    Gao W.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2022, 42 (02): : 25 - 30