Reliability Assessment of Distribution System Using Fuzzy Logic for Modelling of Transformer and Line Uncertainties

被引:0
作者
Shokrollahi, Ahmad [1 ]
Sangrody, Hossein [2 ]
Motalleb, Mahdi [3 ]
Rezaeiahari, Mandana [4 ]
Foruzan, Elham [5 ]
Hassanzadeh, Fattah [6 ]
机构
[1] Mazandaran Reg Elect Co, Sari, Iran
[2] SUNY Binghamton, Elect & Comp Engn Dept, Binghamton, NY 13902 USA
[3] Univ Hawaii Manoa, Mech Engn, Honolulu, HI 96822 USA
[4] SUNY Binghamton, Ind Engn Dept, Binghamton, NY 13902 USA
[5] Univ Nebraska, Elect & Comp Engn Dept, Lincoln, NE 68583 USA
[6] Mapna Turbine Engn & Mfg Co, Elect & Instrument Engn Dept, Karaj, Iran
来源
2017 NORTH AMERICAN POWER SYMPOSIUM (NAPS) | 2017年
关键词
Distribution network reliability; energy not-supply; fuzzy logic; SAIFI; SAIDI; transformer uncertainty;
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
Reliability assessment of distribution system, based on historical data and probabilistic methods, leads to an unreliable estimation of reliability indices since the data for the distribution components are usually inaccurate or unavailable. Fuzzy logic is an efficient method to deal with the uncertainty in reliability inputs. In this paper, the ENS index along with other commonly used indices in reliability assessment are evaluated for the distribution system using fuzzy logic. Accordingly, the influential variables on the failure rate and outage duration time of the distribution components, which are natural or human-made, are explained using proposed fuzzy membership functions. The reliability indices are calculated and compared for different cases of the system operations by simulation on the IEEE RBTS Bus 2. The results of simulation show how utilities can significantly improve the reliability of their distribution system by considering the risk of the influential variables.
引用
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页数:6
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