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A New Approach to Fault Diagnosis of Power Systems Using Fuzzy Reasoning Spiking Neural P Systems
Joint Authors
Xiong, Guojiang
Shi, Dongyuan
Zhu, Lin
Duan, Xianzhong
Source
Mathematical Problems in Engineering
Issue
Vol. 2013, Issue 2013 (31 Dec. 2013), pp.1-13, 13 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2013-06-06
Country of Publication
Egypt
No. of Pages
13
Main Subjects
Abstract EN
Fault diagnosis of power systems is an important task in power system operation.
In this paper, fuzzy reasoning spiking neural P systems (FRSN P systems) are implemented for fault diagnosis of power systems for the first time.
As a graphical modeling tool, FRSN P systems are able to represent fuzzy knowledge and perform fuzzy reasoning well.
When the cause-effect relationship between candidate faulted section and protective devices is represented by the FRSN P systems, the diagnostic conclusion can be drawn by means of a simple parallel matrix based reasoning algorithm.
Three different power systems are used to demonstrate the feasibility and effectiveness of the proposed fault diagnosis approach.
The simulations show that the developed FRSN P systems based diagnostic model has notable characteristics of easiness in implementation, rapidity in parallel reasoning, and capability in handling uncertainties.
In addition, it is independent of the scale of power system and can be used as a reliable tool for fault diagnosis of power systems.
American Psychological Association (APA)
Xiong, Guojiang& Shi, Dongyuan& Zhu, Lin& Duan, Xianzhong. 2013. A New Approach to Fault Diagnosis of Power Systems Using Fuzzy Reasoning Spiking Neural P Systems. Mathematical Problems in Engineering،Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-1010827
Modern Language Association (MLA)
Xiong, Guojiang…[et al.]. A New Approach to Fault Diagnosis of Power Systems Using Fuzzy Reasoning Spiking Neural P Systems. Mathematical Problems in Engineering No. 2013 (2013), pp.1-13.
https://search.emarefa.net/detail/BIM-1010827
American Medical Association (AMA)
Xiong, Guojiang& Shi, Dongyuan& Zhu, Lin& Duan, Xianzhong. A New Approach to Fault Diagnosis of Power Systems Using Fuzzy Reasoning Spiking Neural P Systems. Mathematical Problems in Engineering. 2013. Vol. 2013, no. 2013, pp.1-13.
https://search.emarefa.net/detail/BIM-1010827
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1010827