Published November 1, 2018 | Version v1
Journal article

Determination of the amount of entropy of non-recoverable elements of the technical system

  • 1. Katanov Khakass State University, 92, Lenina ave., Abakan, 655017 (Russian Federation)
  • 2. Khakas Technical Institute of Siberian Federal University, 15, Komarova ave., Abakan, 655017 (Russian Federation)

Description

A mathematical model for determining the amount of information applied to non-recoverable elements of the technical system is proposed. The quantitative indicators of the model are the probability of failure-free operation; frequency of failure; failure rate and mean time to the first failure. One of the criteria for assessing the reliability of the system adopted information entropy, which is considered as a measure of uncertainty of the outcome of a random event. The model allows to express the reliability indicators through information entropy for the analysis of the state of elements and the system. Multiplicative and additive properties of entropy growth in the case of aging and testing of system elements for resistance to failures are considered. An integral part of the model is a method for calculating the information entropy of systems consisting of non-recoverable elements. The method is based on the Shannon's model to determine the amount of information and allows to calculate the entropy for both operable and non-operable states of the system. The peculiarity of the method is as follows: 1) the probabilities of the operable state and the probability of failure in the case of considering the flow process of system states without taking into account the individual properties of the element are used to determine the information entropy. In this case, the result of the calculation allows to monitor the manifestation of randomness in the opposite states of the system; 2) it uses the individual properties of the element characterized by private (or own) entropy. With this approach to the calculations, the obtained quantitative values of entropy allow to monitor the growth rate of the states of each element and system as a whole. The method is tested on the presented example. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1757-899X/450/7/072004

Additional details

Publishing Information

Journal Title
IOP Conference Series. Materials Science and Engineering (Online)
Journal Volume
450
Journal Issue
7
Journal Page Range
[6 p.]
ISSN
1757-899X

Conference

Title
9. International Multidisciplinary Scientific and Research Conference on Modern Issues in Science and Technology; Workshop on Advanced Technologies in Aerospace, Mechanical and Automation Engineering
Dates
20-28 Oct 2018
Place
Krasnoyarsk (Russian Federation)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
52101736
Subject category
S42: ENGINEERING;
Resource subtype / Literary indicator
Conference
Descriptors DEI
ENTROPY; MATHEMATICAL MODELS; MONITORS; OPERATION; TESTING
Descriptors DEC
MEASURING INSTRUMENTS; PHYSICAL PROPERTIES; THERMODYNAMIC PROPERTIES