Markov Model of Renewable Resources for Reliability Assessment of Distribution Systems

被引:0
|
作者
Khazraj, Hesam [1 ]
da Silva, F. Faria [1 ]
Bak, Claus Leth [1 ]
Hajibashi, Mazaher [2 ]
机构
[1] Aalborg Univ, Dept Energy Technol, Aalborg, Denmark
[2] Isfahan Univ Technol, Dept Elect & Comp Engn, Esfahan, Iran
关键词
reliability assessment; Markov model; wind power generation; battery storage; DISTRIBUTION NETWORK; ENERGY;
D O I
暂无
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
A daily operation of distribution network with the integration of wind power generation (WPG) is presented in this paper. In this study is considered reliability assessment of distribution network, which is one of the key indices to measure the impact of the renewable units' outage such as WPG. The proposed framework maximizes the distribution network operator (DNO) benefits in short-term scheduling model. A Markov model is proposed to a comprehensive reliability assessment of WPG and battery storage system (BSS). The properties of the main parts of the BSS and WPG and their effects on the distribution system reliability is also provided by the Markov model. A scenario-based method is employed to model the uncertainties of WPG and load value. The suggested model is successfully examined on the 9-bus standard system.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Reliability assessment of modern distribution networks embedded with renewable and distributed resources
    Xiao, Lei
    Muttaqi, Kashem M.
    Agalgaonkar, Ashish P.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2022, 212
  • [2] Improving Reliability of Islanded Distribution Systems With Distributed Renewable Energy Resources
    Brown, Hilary E.
    Suryanarayanan, Siddharth
    Natarajan, Sudarshan A.
    Rajopadhye, Sanjay
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2012, 3 (04) : 2028 - 2038
  • [3] A Multi-State Model for Renewable Resources in Distribution Systems Planning
    Alotaibi, Majed A.
    Salama, M. M. A.
    [J]. 2014 IEEE ELECTRICAL POWER AND ENERGY CONFERENCE (EPEC), 2014, : 48 - 53
  • [4] Markov-Based Reliability Assessment for Distribution Systems Considering Failure Rates
    Zarenia, Omid
    Salehpour, Mohammad Javad
    Ghaedi, Razieh
    Shafie-Khah, Miadreza
    [J]. IEEE ACCESS, 2023, 11 : 10018 - 10031
  • [5] Distributed resources and reliability of distribution systems
    Dugan, RC
    [J]. 2002 IEEE POWER ENGINEERING SOCIETY SUMMER MEETING, VOLS 1-3, CONFERENCE PROCEEDINGS, 2002, : 106 - 108
  • [6] RELIABILITY MODEL FOR SYSTEMS WITH MARKOV STRUCTURE
    LITTLEWOOD, B
    [J]. THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 1975, 24 (02): : 172 - 177
  • [7] State of Art, Reliability in Electrical Distribution Systems based on Markov Stochastic Model
    Paida, C.
    Inga, E.
    [J]. IEEE LATIN AMERICA TRANSACTIONS, 2016, 14 (02) : 799 - 804
  • [8] Reliability assessment in electrical power systems: The Weibull-Markov stochastic model
    van Casteren, JFL
    Bollen, MHJ
    Schmieg, ME
    [J]. IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2000, 36 (03) : 911 - 915
  • [9] Reliability assessment of distribution systems
    Gupta, R
    Goel, L
    [J]. IPEC 2003: Proceedings of the 6th International Power Engineering Conference, Vols 1 and 2, 2003, : 998 - 1003
  • [10] Reliability Assessment of Distribution System with Renewable Distributed Generation
    Makandar, Mehetaj
    Atla, Chandra Shekhar Reddy
    Velamuri, Sankar
    [J]. 2016 BIENNIAL INTERNATIONAL CONFERENCE ON POWER AND ENERGY SYSTEMS: TOWARDS SUSTAINABLE ENERGY (PESTSE), 2016,