DocumentCode
2757267
Title
Assessment of Distribution System Reliability Based on Bayesian Network and Time Sequence Simulation
Author
Lihua, Huang ; Chenwei, Hou ; Hui, Wang ; Limin, Huo
Author_Institution
Coll. of Mech. & Electr. Eng., Hebei Agric. Univ., Baoding, China
Volume
2
fYear
2009
fDate
14-16 Aug. 2009
Firstpage
481
Lastpage
486
Abstract
Bayesian networks for distribution system were studied, ¿unite¿ relationship models and ¿cause-effect¿ relationship models were set up; A reasoning algorithm of reliability assessment for distribution system, which combines Bayesian networks with time sequence simulation technology, were put forward. The algorithm can produce states and random time segments of components, and at the same time it can reason system states, cumulate amounts of time, interrupted customer frequency and interrupted power energy. By using of these cumulative amounts, reliability indices of system can be calculated, but also diagnostic reasoning and cause-effect reasoning can be made, thus the overall assessment of system can be got, the weak parts of system can be identified also. Comparing with the data of the test system, the algorithm is reasonable and effective.
Keywords
Bayes methods; cause-effect analysis; inference mechanisms; Bayesian network; cause-effect reasoning; cause-effect relationship; distribution system reliability; random time segments; time sequence simulation; Algorithm design and analysis; Analytical models; Bayesian methods; Failure analysis; Power system modeling; Power system reliability; Power system simulation; Probability; Substations; Switches; Bayesian Network; Distribution System; Reliability Assessment; Time Sequence Simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems and Knowledge Discovery, 2009. FSKD '09. Sixth International Conference on
Conference_Location
Tianjin
Print_ISBN
978-0-7695-3735-1
Type
conf
DOI
10.1109/FSKD.2009.541
Filename
5359496
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