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2019 | OriginalPaper | Chapter

2. Correlation Technology for Noise Control of the Beginning and Development Dynamics of the Latent Period of Accidents

Author : Telman Aliev

Published in: Noise Control of the Beginning and Development Dynamics of Accidents

Publisher: Springer International Publishing

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Abstract

The shortcomings of traditional technologies for correlation analysis of noisy signals at the beginning of the latent period of transition into an emergency condition are analyzed. It is shown that the noise correlated with the useful signal that appears during this period causes additional errors. At the same time, development dynamics of an accident in its latent period affects the duration of the correlation time and the degree of correlation between the useful signal and the noise. Noise technologies are proposed for calculating the estimates of the noise variance and the cross-correlation function between the useful signal and the noise, both for the case when the useful signal is correlated with the noise, and for the case when there is no correlation between them. Also proposed is the relay correlation technology for noise control of the development dynamics of accidents and the noise signaling of the beginning of the latent period of accidents at control objects. The possibility of improving the accuracy of the results of existing methods for analyzing noisy random signals with the use of these technologies is considered.

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previous chapter Specifics and Difficulties of Control of the Beginning of Accident Initiation and Development Dynamics

next chapter Algorithms for Forming Correlation Matrices Equivalent to Matrices of Useful Signals in the Latent Period of Object’s Emergency State

Aliev TA, Rzayev AH, Guluyev GA et al (2018) Robust technology and system for management of sucker rod pumping units in oil wells. Mech Syst Signal Process 99:47–56. https://doi.org/10.1016/j.ymssp.2017.06.010CrossRef

Aliev TA, Alizada TA, Rzayeva NE et al (2017) Noise technologies and systems for monitoring the beginning of the latent period of accidents on fixed platforms. Mech Syst Signal Process 87:111–123. https://doi.org/10.1016/j.ymssp.2016.10.014CrossRef

Aliev TA, Rzaeva NE (2017) Techniques for determining robust estimates of correlation functions for random noisy signals. Meas Tech 60(4):343–349. https://doi.org/10.1007/s11018-017-1199-yCrossRef

Aliev TA, Guliev GA, Pashayev FH et al (2011) Algorithms for determining the coefficient of correlation and cross-correlation function between a useful signal and noise of noisy technological parameters. Cybern Syst Anal 47(3):481–489. https://doi.org/10.1007/s10559-011-9329-zMathSciNetCrossRefMATH

Aliev TA (2001) Robust methodology for improving the conditionedness of correlation matrices. Autom Control Comput Sci 35(1):8–20

Aliev TA, Guluyev GA, Rzayev AH et al (2009) Correlation indicators of microchanges in technical states of control objects. Cybern Syst Anal 45(4):655–662. https://doi.org/10.1007/s10559-009-9132-2CrossRefMATH

Aliev TA, Aliev ER, Mastalieva DI et al (2008) Adaptive technology of the sampling of noise-corrupted signals. Autom Control Comput Sci 42(1):20–25

Aliev TA, Musaeva NF, Sattarova UE (2010) Robust technologies for calculating normalized correlation functions. Cybern Syst Anal 46(1):153–166. https://doi.org/10.1007/s10559-010-9194-1MathSciNetCrossRefMATH

Aliev TA, Musaeva NF, Sattarova UE (2011) Technology of calculating robust normalized correlation matrices. Cybern Syst Anal 47(1):152–165. https://doi.org/10.1007/s10559-011-9298-2MathSciNetCrossRefMATH

10.

Aliev TA, Amirov ZA (1998) Algorithm to choose the regularization parameters for statistical identification. Autom Remote Control 59(6):859–866MATH

11.

Aliev TA, Musaeva NF (1995) Algorithm for reducing errors in estimation of a correlation function of a noisy signal. Optoelectron, Instrum Data Process 4:100–106

12.

Aliev TA, Musaeva NF (1998) An algorithm for eliminating microerrors of noise in the solution of statistical dynamics problems. Autom Remote Control 59(5):679–688MATH

13.

Aliev TA, Mamedova UM (2003) Positional binary methodology for extraction of interference from noisy signals. Autom Remote Control 37(2):12–19

Title: Correlation Technology for Noise Control of the Beginning and Development Dynamics of the Latent Period of Accidents
Author: Telman Aliev
Publisher: Springer International Publishing
Book: Noise Control of the Beginning and Development Dynamics of Accidents
Print ISBN: 978-3-030-12511-0

Electronic ISBN: 978-3-030-12512-7

Copyright Year: 2019
DOI: https://doi.org/10.1007/978-3-030-12512-7_2

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