Investigation of reliability indicators of information analysis systems based on Markov's absorbing chain model

International Scientific-technical Conference on Innovative Engineering Technologies, Equipment and Materials 2016

工业技术;机械制造;材料科学

Gilmanshin, I.R.^1,3 ; Kirpichnikov, A.P.^2

Kazan Federal University, 18 Kremlyovskaya street, Kazan

420008, Russia^1

Kazan National Research Technological University, C. Marksa street, 68, Kazan

420015, Russia^2

Kazan National Research Technical University Named after A N Tupolev, Kazan, Russia^3

关键词: Absorbing Markov chain;    Detection modules;    Excessive loss;    Functioning algorithms;    Probability of occurrence;    Reliability characteristics;    Reliability indicators;    System components;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/240/1/012020/pdf
DOI  :  10.1088/1757-899X/240/1/012020

来源: IOP

【 摘 要 】

In the result of study of the algorithm of the functioning of the early detection module of excessive losses, it is proven the ability to model it by using absorbing Markov chains. The particular interest is in the study of probability characteristics of early detection module functioning algorithm of losses in order to identify the relationship of indicators of reliability of individual elements, or the probability of occurrence of certain events and the likelihood of transmission of reliable information. The identified relations during the analysis allow to set thresholds reliability characteristics of the system components.