Uncertainty consideration in power system reliability indices assessment using fuzzy logic method

被引:5
|
作者
Fotuhi, M. [1 ]
Ghafouri, A. [1 ]
机构
[1] Sharif Univ Technol, Dept Elect Engn, Tehran, Iran
关键词
reliability; fuzzy logic; forced outage rate; membership functions hierarchic;
D O I
10.1109/LESCPE.2007.4437398
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
Reliability assessment of power systems is very vital particularly in the market-driven environment As the power systems are nonlinear and large-scale systems, extracting their reliability indices involves much uncertainty. Calculation of power system reliability using stochastic methods is a complex and relatively difficult procedure. However, using fuzzy logic methods it would be possible to calculate the reliability in accordance with the existing uncertainties. In this paper, a new fuzzy logic based method is proposed to calculate the reliability indices of composite power systems. Then, the suggested method is examined on a sample network as a case study.
引用
收藏
页码:305 / +
页数:2
相关论文
共 50 条
  • [1] Consideration effect of uncertainty in power system reliability indices using radial basis function network and fuzzy logic theory
    Kavousifard, Abdollah
    Samet, Haidar
    NEUROCOMPUTING, 2011, 74 (17) : 3420 - 3427
  • [2] Agents for Fuzzy Indices of Reliability Power System with Uncertainty Using Monte Carlo Algorithm
    Shalash, Nadheer A.
    Bin Ahmad, Abu Zaharin
    2014 IEEE 8TH INTERNATIONAL POWER ENGINEERING AND OPTIMIZATION CONFERENCE (PEOCO), 2014, : 258 - 264
  • [3] Uncertainty consideration in power system well-being assessment using fuzzy set approach
    M. V. Bhatkar
    A. K. Verma
    OPSEARCH, 2008, 45 (3) : 237 - 248
  • [4] Power system reliability evaluation and quality assessment by fuzzy logic technique
    Farahat, MA
    Al-Shammari, BM
    UPEC 2004: 39TH INTERNATIONAL UNIVERSITITIES POWER ENGINEERING CONFERENCE, VOLS 1-3, CONFERENCE PROCEEDINGS, 2005, : 478 - 483
  • [5] Consideration effect of uncertainty in the reliability indices of power systems using a scenario-based approach
    Abbasi, Alireza
    Solookinejad, Ghahraman
    Fard, Mehdi Tadayon
    Zare, Ali-Reza
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2015, 28 (01) : 291 - 299
  • [6] Power system reliability evaluation using fuzzy logic and neural networks
    Khaparde, SA
    Bhattacharyya, K
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 1996, 4 (04): : 197 - 206
  • [7] Reliability Evaluation for Aviation Electric Power System in Consideration of Uncertainty
    Wang, Yao
    Gao, Xinqin
    Cai, Yuanfeng
    Yang, Mingshun
    Li, Shujuan
    Li, Yan
    ENERGIES, 2020, 13 (05)
  • [8] Generation reliability assessment in power market using fuzzy logic and Monte Carlo simulation
    Haroonabadi, H.
    Haghifam, M. -R.
    2007 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS APPLICATIONS TO POWER SYSTEMS, VOLS 1 AND 2, 2007, : 305 - +
  • [9] Joint optimisation of sizing and fuzzy logic power management of a hybrid storage system considering economic reliability indices
    Krim, Youssef
    Abbes, Dhaker
    Robyns, Benoit
    IET RENEWABLE POWER GENERATION, 2020, 14 (14) : 2581 - 2591
  • [10] Fuzzy logic based bulk power system reliability evaluation
    Verma, AK
    Keshavan, BK
    Kumar, HMR
    PROCEEDINGS OF THE AMERICAN POWER CONFERENCE, VOL. 60, PTS I & II, 1998, : 460 - 465