PROCESSING AND STORAGE
MATHEMATICAL MODELLING AND DATA ANALYSIS
NONLINEAR CONTROL SYSTEMS
PATTERN RECOGNITION
INTELLIGENT SYSTEMS
V.N. Gridin, V.V. Doenin, V.I. Solodovnikov, V.S. Panishchev, M.I. Trufanov To the question of constructing an intelligent analysis subsystem and forecasting the work of the sorting unit
COMPUTING SYSTEMS AND NETWORKS
АPPLICATION
V.N. Gridin, V.V. Doenin, V.I. Solodovnikov, V.S. Panishchev, M.I. Trufanov To the question of constructing an intelligent analysis subsystem and forecasting the work of the sorting unit

Abstract.

The paper considers issues of continuous monitoring of the situation at the marshalling yard and predicts the possibility of emergence of critical situations. An approach is proposed for constructing an automated intellectual subsystem for analyzing and timely forecasting the critical utilization of railway sorting units. A solution to the prediction problem is proposed by using information from automated data collection systems and a neural network decision support subsystem.

Keywords:

intellectual system, forecasting of critical situations, simulation modeling, sorting node, neural network

PP. 95-103.

References

1. Rakhmangulov A.N. Zheleznodorozhnyye transportno-tekhnologicheskiye sistemy: organizatsiya funktsionirovaniya: monografiya / A.N. Rakhmangulov. Magnitogorsk: Izd-vo Magnitogorsk. gos. tekhn. un-ta im. G.I. Nosova, 2014. 300 s.
2. Miroshnichenko V.M., Nedzel'skiy Ye.V. Imitatsionnoye modelirovaniye slozhnykh transportnykh sistem (na primere zheleznodorozhnykh stantsiy) // Material. Confer. Internaţionale «Sisteme de transport şi logistic» (Chişinău, 11-13 decembrie 2013)/ ATIC; Chişinău, Evrica, 2013. C.394-400.
3. Ul'yanitskiy, Ye.M. Modelirovaniye sistem. Chast' 1. Imitatsionnoye modelirovaniye ob"yektov (protsessov) na zheleznodorozhnom transporte : uchebno-metodicheskoye posobiye / Ye.M. Ul'yanitskiy , D.A. Lomash; Rost. gos. un-t putey soobshcheniya. – Rostov n/D, 2008. – 38 s.
4. Kazakov A.L., Maslov A.M. Primeneniye imitatsionnogo modelirovaniya dlya sinteticheskogo planirovaniya gruzovykh  terminalov zheleznodorozhnogo transporta // Vestnik IrGTU. 2010. № 6 (46). S. 146–153.
5. Maksimey I.V., Sukach Ye.I., Giruts P.V., Yerofeyeva Ye.A. Imitatsionnoye modelirovaniye veroyatnostnykh kharakteristik funktsionirovaniya zheleznodorozhnoy seti // Matematicheskiye mashiny i sistemy. - 2008. - № 4. - C. 147-153.
6. Maksimey I.V., Sukach Ye.I., Giruts P.V., Yerofeyeva Ye.A. Avtomatizatsiya etapov razrabotki i ekspluatatsii imitatsionnykh modeley transportnykh sistem / I.V. Maksimey, Ye.I. Sukach, Ye.A. Yerofeyeva, P.V. Giruts // Problemy programmirovaniya. - 2008. - № 4. - C. 104-111.
7. Aleksandrov A.E. Modelirovaniye transportnykh sistem: ucheb.-metod. posobiye / A.E. Aleksandrov, I.A. Kovalev, V.YU. Permikin. – Yekaterinburg: UrGUPS. – 2011. -56 s.
8. Lychkina N. N.Proyektirovaniye logisticheskoy infrastruktury mezhregional'nogo mul'timodal'nogo logisticheskogo tsentra s primeneniyem imitatsionnogo modelirovaniya // Logistika i upravleniye tsepyami postavok. № 5 (64) 2014.
9. Sovremennyye problemy transportnogo kompleksa Rossii: Mezhvuz. sb. nauch. tr. / pod red. A.N. Rakhmangulova.  Magnitogorsk: Izd-vo Magnitogorsk. gos. tekhn. un-ta im. G.I.Nosova, 2011. 209 s.
10. Svidetel'stvo o gosudarstvennoy registratsii programmy dlya EVM Korol', R. G. Programma imitatsionnogo modelirovaniya raboty priportovoy zheleznodorozhnoy stantsii s veroyatnostno-statisticheskim podkhodom k izmeneniyu parametrov  postupayushchego vagonopotoka / R. G. Korol', P. V. Danilenko // Federal'naya sluzhba po intellektual'noy sobstvennosti. –  2014. – № 2014613827.
11. Elektronnyy resurs http://gdsu.stu.ru/science
12. Ryzhikov YU. I. Imitatsionnoye modelirovaniye. Teoriya i tekhnologii. - SPb.: KORONA print; M.: Al'teks-A, 2004. - 384 s.
13. Tekhnologiya sistemnogo modelirovaniya / Pod obshch. red. S.V. Yemel'yanova. - M.: Mashinostroyeniye; Berlin: Tekhnik,
1988. - 520 s.
14. Shennon. Imitatsionnoye modelirovaniye sistem – iskusstvo i nauka: per. s angl. / pod red. Ye.K. Maslovskogo. – M.: Mir, 1978 – 411 s.
15. Sterligova A.N. Upravleniye zapasami v tsepyakh postavok: Uchebnik - M.: INFRA-M, 2008. - 430 s.
16. Gridin V.N., Solodovnikov V.I. Predobrabotka dannykh i vyyavleniye logicheskikh zakonomernostey na osnove  geneticheskogo algoritma // Sistemy i sredstva informatiki. 2013. T. 23. № 2. S. 244-259.
17. Gridin V.N., Solodovnikov V.I., Karnakov V.V. Vybor nachal'nykh znacheniy i optimizatsiya parametrov neyronnoy seti // Novyye informatsionnyye tekhnologii v avtomatizirovannykh sistemakh. 2016. № 19. S. 270-273.
18. Gridin V.N., Solodovnikov V.I., Karnakov V.V. Ispol'zovaniye modul'noy neyronnoy seti bp-som dlya izvlecheniya pravil // Informatsionnyye tekhnologii v proyektirovanii i proizvodstve. 2015. № 4 (160). S. 3-7.
19. Yevdokimov I.A., Solodovnikov V.I. Avtomatizatsiya postroyeniya neyronnoy seti v ramkakh ob"yektno-oriyentirovannogo podkhoda // Novyye informatsionnyye tekhnologii v avtomatizirovannykh sistemakh. 2015. № 18. S. 89-97.
 

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