Distribution Network Operation Under Uncertainty Using Information Gap Decision Theory

被引:23
|
作者
O'Connell, Alison [1 ]
Soroudi, Alireza [1 ]
Keane, Andrew [1 ]
机构
[1] Univ Coll Dublin, Sch Elect & Elect Engn, Dublin 4, Ireland
基金
爱尔兰科学基金会;
关键词
Load flow; optimisation; power distribution; smart grids; three-phase electric power; uncertainty; DISTRIBUTION-SYSTEMS; SMART GRIDS; LOAD FLOW; ENVIRONMENT; MANAGEMENT; MODEL;
D O I
10.1109/TSG.2016.2601120
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
The presence of uncertain parameters in electrical power systems presents an ongoing problem for system operators and other stakeholders when it comes to making decisions. Determining the most appropriate dispatch schedule or system configuration relies heavily on forecasts for a number of parameters such as demand, generator availability and more recently weather. These uncertain parameters present an even more compelling problem at the distribution level, as these networks are inherently unbalanced, and need to be represented as such for certain tasks. The work in this paper presents an information gap decision theory based three-phase optimal power flow. Assuming that the demand is uncertain, the aim is to provide optimal and robust tap setting and switch decisions over a 24-hour period, while ensuring that the network is operated safely, and that losses are kept within an acceptable range. The formulation is tested on a section of realistic low voltage distribution network with switches and tap changers present.
引用
收藏
页码:1848 / 1858
页数:11
相关论文
共 50 条
  • [31] Robust Restoration Decision-Making Model for Distribution Networks Based on Information Gap Decision Theory
    Chen, Kening
    Wu, Wenchuan
    Zhang, Boming
    Sun, Hongbin
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (02) : 587 - 597
  • [32] Uncertainty analysis in construction conflict resolution using information-gap theory
    Kassab, Moustafa
    Hipel, Keith W.
    Hegazy, Tarek
    [J]. 2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2007, : 2773 - +
  • [33] The Operation of a Distribution Company under Uncertainty: An Overview
    Saad, Yousef El-Mabruk
    Salama, M. M. A.
    Elshatshat, R. A.
    Ponnambalam, K.
    [J]. 2009 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-8, 2009, : 2563 - +
  • [34] Trading Framework for Demand Response Aggregators using Information-gap Decision Theory to Address Uncertainty and Risk-Management
    Vahid-Ghavidel, Morteza
    Mohammadi-ivatloo, B.
    Shafie-khah, Miadreza
    Osorio, Gerardo J.
    Mahmoudi, Nadali
    Catalao, Joao P. S.
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING AND 2018 IEEE INDUSTRIAL AND COMMERCIAL POWER SYSTEMS EUROPE (EEEIC / I&CPS EUROPE), 2018,
  • [35] Decision making under uncertainty with ordinal information
    Yager, RR
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 1999, 7 (05) : 483 - 500
  • [36] A theory of medical decision making under uncertainty
    Karni, Edi
    [J]. JOURNAL OF RISK AND UNCERTAINTY, 2009, 39 (01) : 1 - 16
  • [37] INVESTMENT DECISION UNDER UNCERTAINTY - THEORY AND PRACTICE
    MAO, JCT
    HELLIWELL, JF
    [J]. JOURNAL OF FINANCE, 1969, 24 (02): : 323 - 359
  • [38] A theory of medical decision making under uncertainty
    Edi Karni
    [J]. Journal of Risk and Uncertainty, 2009, 39 : 1 - 16
  • [39] Optimal Bidding Strategy of DER Aggregator Considering Dual Uncertainty via Information Gap Decision Theory
    Lu, Xiaoxing
    Li, Kangping
    Wang, Fei
    Mi, Zengqiang
    Sun, Rongfu
    Wang, Xuanyuan
    Lai, Jingang
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2021, 57 (01) : 158 - 169
  • [40] Information gap decision theory for voltage stability constrained OPF considering the uncertainty of multiple wind farms
    Rabiee, Abbas
    Nikkhah, Saman
    Soroudi, Alireza
    Hooshmand, Ehsan
    [J]. IET RENEWABLE POWER GENERATION, 2017, 11 (05) : 585 - 592