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Erschienen in: Automatic Control and Computer Sciences 7/2018

01.12.2018

An Efficient Algorithm for Finding the Level of Useful Signals on Interpretation of Magnetic and Eddy Current Defectograms

verfasst von: E. V. Kuzmin, O. E. Gorbunov, P. O. Plotnikov, V. A. Tyukin

Erschienen in: Automatic Control and Computer Sciences | Ausgabe 7/2018

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Abstract

To ensure traffic safety of railway transport, non-destructive testing of rails is regularly carried out by using various approaches and methods, including magnetic and eddy current flaw detection methods. An automatic analysis of large data sets (defectgrams) that come from the corresponding equipment is still an actual problem. The analysis means a process of determining the presence of defective sections along with identifying structural elements of railway tracks on defectograms. At the same time, under the conditions of significant volumes of incoming information, fast and efficient algorithms of data analysis are of most interest. This article is an addition to the previous article devoted to the problem of automatic determination of a threshold level of amplitudes of useful signals (from defects and structural elements of a railway track) during the analysis of defectograms (records) of magnetic and eddy current flaw detectors, which contains an algorithm for finding the threshold level of a rail noise and its theoretical justification with examples of its operation on several fragments of real magnetic and eddy current defectograms. The article presents a simple and effective implementation of the algorithm, which is successfully used in practice for the automatic analysis of magnetic and eddy current defectograms.
Literatur
1.
Zurück zum Zitat Kuzmin, E.V., Gorbunov, O.E., Plotnikov, P.O., and Tyukin, V.A., On finding a threshold of useful signals in the analysis of magnetic and eddy current defectograms, Model. Anal. Inf. Syst., 2017, vol. 24, no. 6, pp. 760–771.CrossRef Kuzmin, E.V., Gorbunov, O.E., Plotnikov, P.O., and Tyukin, V.A., On finding a threshold of useful signals in the analysis of magnetic and eddy current defectograms, Model. Anal. Inf. Syst., 2017, vol. 24, no. 6, pp. 760–771.CrossRef
2.
Zurück zum Zitat Markov, A.A. and Kuznetsova, E.A., Defektoskopiya rel’sov. Formirovanie i analiz signalov. Kniga 2. Osnovy (Rails Flaw Detection. Formation and Analysis of Signals. Book 1. Principles), St. Petersburg: KultInformPress, 2010. Markov, A.A. and Kuznetsova, E.A., Defektoskopiya rel’sov. Formirovanie i analiz signalov. Kniga 2. Osnovy (Rails Flaw Detection. Formation and Analysis of Signals. Book 1. Principles), St. Petersburg: KultInformPress, 2010.
3.
Zurück zum Zitat Markov, A.A. and Kuznetsova, E.A., Defektoskopiya rel’sov. Formirovaniye i analiz signalov. Kniga 2. Rasshifrovka defektogramm (Rails Flaw Detection. Formation and Analysis of Signals. Book 2. Data Interpretation), St. Petersburg: Ultra Print, 2014. Markov, A.A. and Kuznetsova, E.A., Defektoskopiya rel’sov. Formirovaniye i analiz signalov. Kniga 2. Rasshifrovka defektogramm (Rails Flaw Detection. Formation and Analysis of Signals. Book 2. Data Interpretation), St. Petersburg: Ultra Print, 2014.
4.
Zurück zum Zitat Tarabrin, V.F., Zverev, A.V., Gorbunov, O.E., and Kuzmin, E.V., About data filtration of the defectogram automatic interpretation by hardware and software complex ASTRA, NDT World, 2014, vol. 64, no. 2, pp. 5–9. Tarabrin, V.F., Zverev, A.V., Gorbunov, O.E., and Kuzmin, E.V., About data filtration of the defectogram automatic interpretation by hardware and software complex ASTRA, NDT World, 2014, vol. 64, no. 2, pp. 5–9.
5.
Zurück zum Zitat Tarabrin, V.F., Kuzmin, E.V., Gorbunov, O.E., and Zverev, A.V., On the determination of the dynamic threshold of the signal level in the automatic interpretation of defectograms of the hardware and software complex ASTRA, Abstracts of the XXth All-Russian Sci.-Tech. Conf. on Non-Destructive Testing and Technical Diagnostics, Moscow, 2014, pp. 145–147. Tarabrin, V.F., Kuzmin, E.V., Gorbunov, O.E., and Zverev, A.V., On the determination of the dynamic threshold of the signal level in the automatic interpretation of defectograms of the hardware and software complex ASTRA, Abstracts of the XXth All-Russian Sci.-Tech. Conf. on Non-Destructive Testing and Technical Diagnostics, Moscow, 2014, pp. 145–147.
6.
Zurück zum Zitat Ventsel, E.S. and Ovcharov, L.A., Teoriya veroyatnostei i ee inzhenernye prilozheniya (Probability Theory and Its Engineering Applications), Moscow: Vysshaya Shkola, 2000. Ventsel, E.S. and Ovcharov, L.A., Teoriya veroyatnostei i ee inzhenernye prilozheniya (Probability Theory and Its Engineering Applications), Moscow: Vysshaya Shkola, 2000.
7.
Zurück zum Zitat Gmurman, V.E., Teoriya veroyatnostei i matematicheskaya statistika (Probability Theory and Mathematical Statistics), Moscow: Vysshaya Shkola, 2004. Gmurman, V.E., Teoriya veroyatnostei i matematicheskaya statistika (Probability Theory and Mathematical Statistics), Moscow: Vysshaya Shkola, 2004.
8.
Zurück zum Zitat Feller, W., An Introduction to Probability Theory and Its Applications, John Willey & Sons, 1970–1971, vols. 1–2. Feller, W., An Introduction to Probability Theory and Its Applications, John Willey & Sons, 1970–1971, vols. 1–2.
Metadaten
Titel
An Efficient Algorithm for Finding the Level of Useful Signals on Interpretation of Magnetic and Eddy Current Defectograms
verfasst von
E. V. Kuzmin
O. E. Gorbunov
P. O. Plotnikov
V. A. Tyukin
Publikationsdatum
01.12.2018
Verlag
Pleiades Publishing
Erschienen in
Automatic Control and Computer Sciences / Ausgabe 7/2018
Print ISSN: 0146-4116
Elektronische ISSN: 1558-108X
DOI
https://doi.org/10.3103/S0146411618070313

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