Fuzzy Approach for Reliability Analysis of PMU

被引:0
作者
Ghosh, Soumita [1 ]
Das, Soumik [1 ]
Ghosh, Debomita [1 ]
Mohanta, Dusmanta Kumar [1 ]
机构
[1] Birla Inst Technol, Dept Elect & Elect Engn, Ranchi, Bihar, India
来源
2014 14TH INTERNATIONAL CONFERENCE ON ENVIRONMENT AND ELECTRICAL ENGINEERING (EEEIC) | 2014年
关键词
Fuzzy sets; phasor measurement unit (PMU); reliability; wide-area measurement system (WAMS); MARKOV MODEL; TREE;
D O I
暂无
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 phenomenal increase of consumption of power in recent times has led to a paradigm shift of conventional power system towards smart grid. In particular phasor measurement units (PMU) have been instrumental for linking of sprawling network through wide-area measurement system (WAMS). Thus, the failure of PMU will lead to catastrophic outage and severe blackout in the power system. In this paper, the reliability modeling of PMU has been done using Markov process. Then, the reliability parameters (failure rate and repair rate) are calculated using symmetrical triangular membership function for type-1 fuzzy reliability analysis. The case studies corroborate the efficacy of type-1 fuzzy sets to take into account uncertainty related to membership function.
引用
收藏
页码:138 / 141
页数:4
相关论文
共 13 条
  • [1] Reliability Modeling of PMUs Using Fuzzy Sets
    Aminifar, Farrokh
    Bagheri-Shouraki, Saeed
    Fotuhi-Firuzabad, Mahmud
    Shahidehpour, Mohammad
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2010, 25 (04) : 2384 - 2391
  • [2] [Anonymous], 1994, RELIABILITY EVALUATI
  • [3] APPLICATION OF FUZZY-LOGIC TO RELIABILITY ENGINEERING
    BOWLES, JB
    PELAEZ, CE
    [J]. PROCEEDINGS OF THE IEEE, 1995, 83 (03) : 435 - 449
  • [4] Communication Feasibility Analysis for Smart Grid With Phasor Measurement Units
    Ghosh, Debomita
    Ghose, T.
    Mohanta, D. K.
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2013, 9 (03) : 1486 - 1496
  • [5] Reliability analysis of a geographic information system-aided optimal phasor measurement unit location for smart grid operation
    Ghosh, Debomita
    Ghose, T.
    Mohanta, D. K.
    [J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART O-JOURNAL OF RISK AND RELIABILITY, 2013, 227 (04) : 450 - 458
  • [6] Klir G, 1995, FUZZY SETS FUZZY LOG, V4
  • [7] Mohanta D. K., COMPUTATIONAL INTELL, P103
  • [8] Fuzzy Markov model for determination of fuzzy state probabilities of generating units including the effect of maintenance scheduling
    Mohanta, DK
    Sadhu, PK
    Chakrabarti, R
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2005, 20 (04) : 2117 - 2124
  • [9] Fuzzy reliability evaluation of captive power plant maintenance scheduling incorporating uncertain forced outage rate and load representation
    Mohanta, DK
    Sadhu, PK
    Chakrabarti, R
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2004, 72 (01) : 73 - 84
  • [10] Well-being Analysis of Phasor Measurement Unit Using Markov Model and Event Tree
    Murthy, Ch
    Singh, M. Shillakanta
    Roy, D. S.
    Mohanta, D. K.
    [J]. ELECTRIC POWER COMPONENTS AND SYSTEMS, 2013, 41 (16) : 1654 - 1671