SOFTWARE IMPLEMENTATION OF THE METHODOLOGY OF SELF-LIMITING KOHONEN MAPS FOR DIAGNOSING THE STATES OF PROCESSES AND SYSTEMS

Authors

  • T. V. Kiprich Zaporizhzhya National Technical University, Ukraine
  • V. I. Dubrovin Zaporizhzhya National Technical University, Ukraine

DOI:

https://doi.org/10.15588/1607-3274-2008-1-19

Abstract

Possibilities of the software tools to analyze states of the processes and systems, implemented the methodic of selforganizing Kohonen’s maps, are considered. Developed «Control & Diagnostics System» software is directed to diagnostics of contingencies and error events, that occur in the equipment work process. On the base of it the research of the turbo compressor gas-dynamic instability under data of the gas-turbine block test was carried out.

Author Biographies

T. V. Kiprich, Zaporizhzhya National Technical University

Postgraduate student

V. I. Dubrovin, Zaporizhzhya National Technical University

Candidate of Technical Sciences, Associate Professor

References

Esa Alhoniemi, Jaako Hollmen, Oli Simula. Process Monitoring and Modeling using the Self-Organizing Map // Integrated Computer Aided Engineering. – 1999. – V 6, № 1. – P. 3–14.

O. Simula, Esa Alhoniemi, Jaako Hollmen. Monitoring and modeling of complex process using hierarchical selforganizing maps // Proceedings of the IEEE International on Circuits and Systems (ISCAS’96), volume Supplement. – 1996. – P. 73–76.

Gvido Debok, Teyvo Kokhonen. Analiz finansovykh dannykh s pomoshch'yu samoorganizuyushchikhsya kart. Per. s ang.. – M.: Izdatel'skiy dom «Al'pina», 2001. – 316 s.

Teuvo Kohonen, Jussi Hynnien, Jari Kangas, Jorma Laaksonen. SOM_PAK the Self-organizing map program package. Version 3.1 – Finland: Helsinki University of Technology, 1997. – 27 p.

Kiprich T. V., Dubrovin V. I. Metodika kontrolya pompazhnykh yavleniy GTD na osnove veyvlet-analiza i diskriminantykh priznakov // Vestnik dvigatelestroyeniya. – 2008. – № 1. – S. 168–169.

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Published

2024-11-05

How to Cite

Kiprich, T. V., & Dubrovin, V. I. (2024). SOFTWARE IMPLEMENTATION OF THE METHODOLOGY OF SELF-LIMITING KOHONEN MAPS FOR DIAGNOSING THE STATES OF PROCESSES AND SYSTEMS. Radio Electronics, Computer Science, Control, (1), 98. https://doi.org/10.15588/1607-3274-2008-1-19

Issue

No. 1 (2008): Radio Electronics, Computer Science, Control

Section

Neuroinformatics and intelligent systems

License

Copyright (c) 2014 Т. В. Кіпріч, В. І. Дубровін

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