Detailed reliability assessment of composite power systems considering load variation and weather conditions using the Bayesian network

被引:6
作者
Daemi, T. [1 ]
Ebrahimi, A. [1 ]
机构
[1] Isfahan Univ Technol, Dept Elect & Comp Engn, Esfahan, Iran
关键词
Bayesian network; reliability; adverse weather; load variations; SIMULATION;
D O I
10.1002/etep.1685
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
Adverse weather has considerable effects on reliability of electric power systems. On the other hand, using the Bayesian networks (BN) in reliability studies provides the possibility of analyzing different factors, especially the importance evaluation of system components. In this paper, a novel approach is presented to consider the weather conditions and load level variation in construction and implementation of the BN associated with the composite power systems. In this approach, the geographical division model is used to model weather conditions in various regions of the given power system and also different sections of overhead transmission lines. The obtained BN provides an effective framework for comprehensive reliability study of composite power systems. Copyright (C) 2012 John Wiley & Sons, Ltd.
引用
收藏
页码:305 / 317
页数:13
相关论文
共 21 条
[1]  
[Anonymous], 1984, RELIABILITY EVALUATI, DOI DOI 10.1007/978-1-4899-1860-4
[2]  
[Anonymous], 2004, Learning Bayesian Networks
[3]  
[Anonymous], 1997, IEEE T POWER APPARAT, V98, P2047
[4]   TRANSMISSION SYSTEM RELIABILITY EVALUATION USING MARKOV PROCESSES [J].
BILLINTO.R ;
BOLLINGE.KE .
IEEE TRANSACTIONS ON POWER APPARATUS AND SYSTEMS, 1968, PA87 (02) :538-&
[5]   HYBRID APPROACH FOR RELIABILITY EVALUATION OF COMPOSITE GENERATION AND TRANSMISSION-SYSTEMS USING MONTE-CARLO SIMULATION AND ENUMERATION TECHNIQUE [J].
BILLINTON, R ;
WENYUAN, L .
IEE PROCEEDINGS-C GENERATION TRANSMISSION AND DISTRIBUTION, 1991, 138 (03) :233-241
[6]   A NOVEL METHOD FOR INCORPORATING WEATHER EFFECTS IN COMPOSITE SYSTEM ADEQUACY EVALUATION [J].
BILLINTON, R ;
LI, WY .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1991, 6 (03) :1154-1160
[7]   A RELIABILITY TEST SYSTEM FOR EDUCATIONAL PURPOSES - BASIC DATA [J].
BILLINTON, R ;
KUMAR, S ;
CHOWDHURY, N ;
CHU, K ;
DEBNATH, K ;
GOEL, L ;
KHAN, E ;
KOS, P ;
NOURBAKHSH, G ;
OTENGADJEI, J .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1989, 4 (03) :1238-1244
[8]   INCORPORATION OF WEATHER EFFECTS IN TRANSMISSION-SYSTEM MODELS FOR COMPOSITE SYSTEM ADEQUACY EVALUATION [J].
BILLINTON, R ;
CHENG, L .
IEE PROCEEDINGS-C GENERATION TRANSMISSION AND DISTRIBUTION, 1986, 133 (06) :319-327
[9]  
Billinton R, 2013, Reliability assessment of electrical power systems using Monte Carlo methods
[10]  
Clements KA, 1982, EL2562 EPRI