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Artykuły :: Telematics :: ATST

Development of neural network programme for automated testing of railway contact blocks
V. DUB, V. GAVRILYUK
2010-01-05 11:15:15

Title:

Development of neural network programme for automated testing of railway contact blocks

Authors:

V. DUB, V. GAVRILYUK

Afiliation:

Chair of Automatics and Telecommunication, Dnepropetrovsk National University of Railway Transport, Acad. Lazaryan str. 2, 49010 Dnipropetrovsk, Ukraine,

Keywords:

automated testing, railway contact blocks, neural networks

Abstract:

A neural network model for automated testing of railway contact blocks was developed. The neural network computer programme allowed obtaining satisfactory results for relay diagnostics using "current-time" dependence during relay switching as an input diagnostic data.

Bibliography:

[1] ARKATOV V.S., BAZHENOV A.I., DMITRENKO I.E., Remontno-tekhnologicheskijj uchastok SCB (Repair-technological division of railway signalling systems), Transport, Moscow 1987,  (in Russian).
[2] DMITRENKO I.E., DJAKOV D.V., SAPOZHNIKOV V.V., Izmerenija i diagnostirovanie v sistemakh zheleznodorozhnojj avtomatiki, telemekhaniki i svjazi (Measurements and diagnostics in railway automatic and telecommunication systems), Transport, Moscow 1992, (in Russian).
[3] DMITRENKO I.E., Tekhnicheskaja diagnostika i avtokontrol` sistem zheleznodorozhnojj avtomatiki i telemekhaniki (Technical diagnostics and control of railway automatic systems), Transport, Moscow 1986, (in Russian).
[4] GALUSHKIN A.I. (ed.), Teorija nejjronnykh setejj (The theory of neural networks). IPJR-press, Moscow 2000, (in Russian).
[5] GAVRILJUK V.I., DUB V.Ju., Diagnostirovanie relejjno-kontaktnykh ustrojjstv zheleznodorozhnojj avtomatiki (Diagnostics of the relay-contact devices of the railway automatics), Dnepropetrovsk national university of railway transport bulletin, 2006, No12. p.3-7, (in Russian).
[6] KARIBSKI V.V., PARKHOMENKO P.P., SOGOMONJAN E.S., Osnovy tekhnicheskojj diagnostiki (Bases of technical diagnostics), Energija, Moscow 1976, (in Russian).
[7] PARKHOMENKO P.P., SOGOMONJAN E.S., Osnovy tekhnicheskojj diagnostiki (Bases of technical diagnostics), Energoatomizdat, Moscow 1981, (in Russian).
[8] SIMON HAYKIN, Neural Networks. A Comprehensive Foundation. Second Edition, McMaster University, Hamilton, Ontario, Canada 2005.
[9] SAPOZHNIKOV V.V., SAPOZHNIKOV VL.V., Osnovy tekhnicheskojj diagnostiki (Bases of technical diagnostics), Marshrut, Moscow 2004, (in Russian).

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