A two-stage optimal scheduling method for active distribution networks considering uncertainty risk

被引：33
|
作者：
Ma, Hengrui [1 ]
Liu, Zhe [2 ]
Li, Min [3 ]
Wang, Bo [4 ]
Si, Yang [1 ]
Yang, Yan [1 ]
Mohamed, Mohamed A. [5 ,6 ]
机构：
[1] Qinghai Univ, Tus Inst Renewable Energy, Xining, Qinghai, Peoples R China
[2] Guangxi Power Grid Co Ltd, Nanning, Guangxi, Peoples R China
[3] Wuhan Text Univ, Sch Math & Comp, Wuhan, Hubei, Peoples R China
[4] Wuhan Univ, Sch Elect Engn & Automat, Wuhan, Hubei, Peoples R China
[5] Minia Univ, Fac Engn, Elect Engn Dept, Al Minya 61519, Egypt
[6] Fuzhou Univ, Dept Elect Engn, Fuzhou 350116, Peoples R China
来源：
ENERGY REPORTS | 2021年 / 7卷
基金：
中国国家自然科学基金;
关键词：
Two-stage optimal scheduling model; Distributed energy; Uncertainty risk; Active distribution network; PSO algorithm; MANAGEMENT;
D O I：
10.1016/j.egyr.2021.07.023
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
The uncertainty of distributed energy generation and the uncertainty risk of system components failure are important means to ameliorate the economy and reliability of Active Distribution Network (ADN). In this paper, a two-stage optimal scheduling method for ADN considering uncertainty risk is proposed. Considering the uncertainty risk of renewable resources, load and electricity price, and the uncertainty risk of system component failure, the two-stage optimal dispatching process of ADN with energy storage system is investigated. Firstly, the first stage model is established to minimize the cost of operation of ADN under normal operation conditions, and then the second stage model is established to minimize the load reduction under emergency operation. Particle Swarm Optimization (PSO) algorithm is proposed for model optimization. The simulation outcomes on IEEE-33 bus system simulation demonstrated high effectiveness of the proposed method. (C) 2021 The Authors. Published by Elsevier Ltd.
引用
收藏
页码：4633 / 4641
页数：9
相关论文
共 50 条
  • [1] Two-Stage Uncertain Optimal Scheduling of Active Distribution Network Considering Operational Risk
    Dong, Lei
    Zhao, Can
    Chen, Naishi
    Li, Ye
    Pu, Tianjiao
    2016 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2016, : 1699 - 1703
  • [2] Two-Stage Coordinate Optimal Scheduling of Seawater Pumped Storage in Active Distribution Networks
    Liang, Ning
    Deng, Changhong
    Chen, Yahong
    Yao, Weiwei
    Li, Dinglin
    Chen, Man
    Peng, Peng
    SUSTAINABILITY, 2018, 10 (06):
  • [3] Study on two-stage optimal scheduling of DC distribution networks considering flexible load response
    Chen, Lei
    Yang, Man
    Jiang, Yuqi
    Zheng, Shencong
    Li, Yifei
    You, Xiaoyan
    Chen, Hongkun
    IET ELECTRIC POWER APPLICATIONS, 2024, 18 (11) : 1690 - 1701
  • [4] TWO-STAGE DYNAMIC ROBUST RECONFIGURATION METHOD OF ACTIVE DISTRIBUTION NETWORK CONSIDERING DG UNCERTAINTY
    Jin P.
    Song W.
    Liu Y.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2024, 45 (06): : 208 - 216
  • [5] Two-Stage Stochastic Model for Optimal Scheduling of Reconfigurable Active Distribution Networks with Renewable Energy
    Oskouei, Morteza Zare
    Mohammadi-Ivatloo, Behnam
    Abapour, Mehdi
    Razzaghi, Reza
    2019 9TH INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS (ICPES), 2019,
  • [6] Two-stage Planning Method for Energy Router Considering Its Optimal Operation in Distribution Networks
    Chen, Meifu
    Xia, Mingchao
    Chen, Qifang
    CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2024, 10 (02): : 605 - 616
  • [7] A two-stage SCUC model for distribution networks considering uncertainty and demand response
    Wang, Fei
    Gan, Lei
    Zhang, Pengchao
    HELIYON, 2023, 9 (10)
  • [8] Two-stage optimal scheduling of integrated energy system considering source-load uncertainty
    Zhu X.
    Jiang Q.
    Liu M.
    Luo H.
    Long W.
    Huang L.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2023, 43 (08): : 9 - 16and32
  • [9] Two-Stage Optimal Scheduling Strategy for Micro-Grid Considering EV Default Uncertainty
    Li C.
    Xu M.
    Cai S.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2023, 38 (07): : 1838 - 1851
  • [10] Two-stage stochastic robust optimal scheduling of virtual power plant considering source load uncertainty
    Zhang, Xiaohui
    Liu, Yufei
    ENGINEERING REPORTS, 2024, 6 (12)
12345