Efficient rating of parametrical control, using statistical modeling method

Authors

  • Павел Федорович Щапов National Technical University "Kharkiv Polytechnic Institute" Str. Frunze, 21, Kharkov, Ukraine, 61002, Ukraine
  • Иван Иванович Камбаев National Technical University "Kharkiv Polytechnic Institute" Str. Frunze, 21, Kharkov, Ukraine, 61002, Ukraine
  • Иван Вячеславович Тищенко Kharkiv National University of Radio Electronics Lenina 16, Kharkov, Ukraine, 61166, Ukraine

DOI:

https://doi.org/10.15587/1729-4061.2013.16330

Keywords:

reliability, information, control, model, dispersion, factor, transmitter, uncertainty

Abstract

This article shows us the use of statistical methods for the analysis of information systems, which are used to monitor violations of precision transducers. The purpose of the article is to discover opportunities of new information technologies for measuring transformations that are used to control the structural accuracy of transducers, when there are no samples of measured values. We consider two information structural models of outputs duplicated transmitters. Using of probabilistic and statistical models for the outputs of the converter duplicates allows us to estimate the residual variance of the signal and to identify the difference of these dispersions as an informative parameter. We can consider differential control method as a method of obtaining measurement data, because of the discrepancy in accuracy characteristics of duplicate transmitters. The theoretical explanation for the differential method of disassembling control information, where we can see the difference between the residual variance, is used in comparable structural transformations of models that are functionally dependent on the correlation properties of the output signals of the transducers. The results of the statistical modeling in information transformations, which were used for error control in random measurement signals are shown in the article.

Author Biographies

Павел Федорович Щапов, National Technical University "Kharkiv Polytechnic Institute" Str. Frunze, 21, Kharkov, Ukraine, 61002

Professor

Department of Information Measurement Technology and Systems

Иван Иванович Камбаев, National Technical University "Kharkiv Polytechnic Institute" Str. Frunze, 21, Kharkov, Ukraine, 61002

postgraduate student

Department of Information Measurement Technology and Systems

Иван Вячеславович Тищенко, Kharkiv National University of Radio Electronics Lenina 16, Kharkov, Ukraine, 61166

Student

Department of Artificial Intelligence

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Published

2013-08-14

How to Cite

Щапов, П. Ф., Камбаев, И. И., & Тищенко, И. В. (2013). Efficient rating of parametrical control, using statistical modeling method. Eastern-European Journal of Enterprise Technologies, 4(4(64), 8–10. https://doi.org/10.15587/1729-4061.2013.16330

Issue

Vol. 4 No. 4(64) (2013): Mathematics and cybernetics - applied aspects

Section

Mathematics and Cybernetics - applied aspects

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Copyright (c) 2014 Павел Федорович Щапов, Иван Иванович Камбаев, Иван Вячеславович Тищенко

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