Modeling reliability of power systems substations by using stochastic automata networks

被引：11

作者：

Snipas, Mindaugas ^{[1
]}

Radziukynas, Virginijus ^{[2
]}

Valakevicius, Eimutis ^{[1
]}

机构：

[1] Kaunas Univ Technol, Dept Math Modeling, Kaunas, Lithuania

[2] Lithuanian Energy Inst, Lab Syst Control & Automat, Kaunas, Lithuania

来源：

RELIABILITY ENGINEERING & SYSTEM SAFETY | 2017年 / 157卷

关键词：

Reliability modeling; Markov chain; Stochastic automata network; Power system; Substation; MARKOV-MODELS; FAULT-TREES; AVAILABILITY; SIMULATION; MATRICES; STATE;

D O I：

10.1016/j.ress.2016.08.006

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In this paper, stochastic automata networks (SANs) formalism to model reliability of power systems substations is applied. The proposed strategy allows reducing the size of state space of Markov chain model and simplifying system specification. Two case studies of standard configurations of substations are considered in detail. SAN models with different assumptions were created. SAN approach is compared with exact reliability calculation by using a minimal path set method. Modeling results showed that total independence of automata can be assumed for relatively small power systems substations with reliable equipment. In this case, the implementation of Markov chain model by a using SAN method is a relatively easy task. (C) 2016 Elsevier Ltd. All rights reserved.

引用

页码：13 / 22

页数：10

共 50 条

[1] MODELING BUFFER ADMISSION MECHANISMS USING STOCHASTIC AUTOMATA NETWORKS
FOURNEAU, JM
KLOUL, L
PEKERGIN, N
QUESSETTE, F
VEQUE, V
ANNALES DES TELECOMMUNICATIONS-ANNALS OF TELECOMMUNICATIONS, 1994, 49 (5-6): : 337 - 349
[2] STOCHASTIC AUTOMATA NETWORK FOR MODELING PARALLEL SYSTEMS
PLATEAU, B
ATIF, K
IEEE TRANSACTIONS ON SOFTWARE ENGINEERING, 1991, 17 (10) : 1093 - 1108
[3] Numerical solution of reliability models described by stochastic automata networks
Snipas, Mindaugas
Radziukynas, Virginijus
Valakevicius, Eimutis
RELIABILITY ENGINEERING & SYSTEM SAFETY, 2018, 169 : 570 - 578
[4] Modeling the reliability of distribution power systems using Petri nets
Volovoi, V
Kavalieratos, G
Waters, M
Mavris, D
2004 11TH INTERNATIONAL CONFERENCE ON HARMONICS AND QUALITY OF POWER, 2004, : 567 - 572
[5] Goal-conditioned User Modeling for Dialogue Systems using Stochastic Bi-Automata
Serras, Manex
Ines Torres, Maria
del Pozo, Arantza
ICPRAM: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION APPLICATIONS AND METHODS, 2019, : 128 - 134
[6] Reliability Evaluation of Multiple Substations with Distribution Networks
Li, Wenyuan
Billinton, Roy
Tache, Andre
2014 INTERNATIONAL CONFERENCE ON PROBABILISTIC METHODS APPLIED TO POWER SYSTEMS (PMAPS), 2014,
[7] Reliability Modeling and Evaluation of Reparable Electrical Power Supply Systems using Reliability Block Diagram
Kemikem, Dallal
Boudour, Mohamed
Benabid, Rabah
PROCEEDINGS 2018 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL SCIENCES AND TECHNOLOGIES IN MAGHREB (CISTEM), 2018, : 742 - 747
[8] Stochastic Reliability Study of the Western Transmission Substations Maintained by EDELCA
Thomas, J. A.
Aparicio, L. E.
2008 IEEE/PES TRANSMISSION AND DISTRIBUTION CONFERENCE AND EXPOSITION: LATIN AMERICA, VOLS 1 AND 2, 2008, : 1079 - +
[9] Reliability assessment of power systems by Bayesian networks
Huo, LM
Zhu, YG
Fan, GF
POWERCON 2002: INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY, VOLS 1-4, PROCEEDINGS, 2002, : 876 - 879
[10] Fuzzy reliability analysis using cellular automata for network systems
He, Li
Zhang, Xiaodong
INFORMATION SCIENCES, 2016, 348 : 322 - 336

← 1 2 3 4 5 →