Romanian Journal of Information Science and Technology (ROMJIST)

An open – access publication

  |  HOME  |   GENERAL INFORMATION  |   ROMJIST ON-LINE  |  KEY INFORMATION FOR AUTHORS  |   COMMITTEES  |  

ROMJIST is a publication of Romanian Academy,
Section for Information Science and Technology

Editor – in – Chief:
Radu-Emil Precup

Honorary Co-Editors-in-Chief:
Horia-Nicolai Teodorescu
Gheorghe Stefan

Secretariate (office):
Adriana Apostol
Adress for correspondence: romjist@nano-link.net (after 1st of January, 2019)

Editing of the printed version: Mihaela Marian (Publishing House of the Romanian Academy, Bucharest)

Technical editor
of the on-line version:
Lucian Milea (University POLITEHNICA of Bucharest)

Sponsors:
• National Institute for R & D
in Microtechnologies
(IMT Bucharest), www.imt.ro
• Association for Generic
and Industrial Technologies (ASTEGI), www.astegi.ro

ROMJIST Volume 20, No. 1, 2017, pp. 18-31, Paper no. 547/2017
 

Haina RONG, Ming ZHU, Zhipeng FENG, Gexiang ZHANG, Kang HUANG
A Novel Approach to Fault Classification of Power Transmission Lines Using Singular Value Decomposition and Fuzzy Reasoning Spiking Neural P Systems

ABSTRACT: A novel approach for classifying different types of faults occurring in power transmission lines is proposed by considering wavelet transform, singular value decomposition and Fuzzy Reasoning Spiking Neural P Systems (FRSNPS). In this approach, singular value decomposition in wavelet domain is used to extract features of fault current components recorded from power transmission lines; FRSNPS is applied to build the fault type classification model. Several cases with different fault types in power transmission lines are considered in the simulation experiments to verify the effectiveness of the proposed approach. The robustness to noise and to parameters of power transmission lines is also discussed.

KEYWORDS: Membrane computing, fuzzy reasoning spiking neural P systems, fault classification, wavelet transform, singular value decomposition

Read full text (pdf)






  |  HOME  |   GENERAL INFORMATION  |   ROMJIST ON-LINE  |  KEY INFORMATION FOR AUTHORS  |   COMMITTEES  |