EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINS

In this article a statistical analysis of supply volumes of spare parts, components and accessories was carried out, with some persistent patterns and laws of distribution of failures of major components revealed. There are suggested evaluation models of components and assemblies reliability for the...

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Main Authors:	Andrey Borisovich Nikolaev, Boris Vladislavovich Sakun, Maria Yurievna Karelina, Sergey Nikolaevich Satyshev, Vitaliy Alekseevich Bugrimov
Format:	Article
Language:	English
Published:	Science and Innovation Center Publishing House 2017-05-01
Series:	International Journal of Advanced Studies
Subjects:	Transport machines diagnostics components and assemblies Markov chains statistical analysis maintenance repair and orders management
Online Access:	http://journal-s.org/index.php/ijas/article/view/9907

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spelling	doaj-e8808c4e6b714288bf013a2ac26c61d72020-11-25T01:57:12ZengScience and Innovation Center Publishing HouseInternational Journal of Advanced Studies2328-13912227-930X2017-05-0164233610.12731/2227-930X-2016-4-23-365999EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINSAndrey Borisovich Nikolaev0Boris Vladislavovich Sakun1Maria Yurievna Karelina2Sergey Nikolaevich Satyshev3Vitaliy Alekseevich Bugrimov4State Technical University – MADIGeneral Society with limited liability “TSM”Dr. of Edu. Sci., Professor, Vice-Rector, Head of the Department «Machinery»State Technical University – MADIState Technical University – MADIIn this article a statistical analysis of supply volumes of spare parts, components and accessories was carried out, with some persistent patterns and laws of distribution of failures of major components revealed. There are suggested evaluation models of components and assemblies reliability for the formation of order management procedures of spare parts, components and accessories for the maintenance and repair of transport and technological machines. For the purpose of identification of components operational condition there is proposed a model of hidden Markov chain which allows to classify the condition by indirect evidence, based on the collected statistics.http://journal-s.org/index.php/ijas/article/view/9907Transport machinesdiagnosticscomponents and assembliesMarkov chainsstatistical analysismaintenancerepair and orders management
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Andrey Borisovich Nikolaev Boris Vladislavovich Sakun Maria Yurievna Karelina Sergey Nikolaevich Satyshev Vitaliy Alekseevich Bugrimov
spellingShingle	Andrey Borisovich Nikolaev Boris Vladislavovich Sakun Maria Yurievna Karelina Sergey Nikolaevich Satyshev Vitaliy Alekseevich Bugrimov EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINS International Journal of Advanced Studies Transport machines diagnostics components and assemblies Markov chains statistical analysis maintenance repair and orders management
author_facet	Andrey Borisovich Nikolaev Boris Vladislavovich Sakun Maria Yurievna Karelina Sergey Nikolaevich Satyshev Vitaliy Alekseevich Bugrimov
author_sort	Andrey Borisovich Nikolaev
title	EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINS
title_short	EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINS
title_full	EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINS
title_fullStr	EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINS
title_full_unstemmed	EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINS
title_sort	evaluation of the frequency of diagnostics of components and assemblies for transport and technological machines on the basis of hidden markov chains
publisher	Science and Innovation Center Publishing House
series	International Journal of Advanced Studies
issn	2328-1391 2227-930X
publishDate	2017-05-01
description	In this article a statistical analysis of supply volumes of spare parts, components and accessories was carried out, with some persistent patterns and laws of distribution of failures of major components revealed. There are suggested evaluation models of components and assemblies reliability for the formation of order management procedures of spare parts, components and accessories for the maintenance and repair of transport and technological machines. For the purpose of identification of components operational condition there is proposed a model of hidden Markov chain which allows to classify the condition by indirect evidence, based on the collected statistics.
topic	Transport machines diagnostics components and assemblies Markov chains statistical analysis maintenance repair and orders management
url	http://journal-s.org/index.php/ijas/article/view/9907
work_keys_str_mv	AT andreyborisovichnikolaev evaluationofthefrequencyofdiagnosticsofcomponentsandassembliesfortransportandtechnologicalmachinesonthebasisofhiddenmarkovchains AT borisvladislavovichsakun evaluationofthefrequencyofdiagnosticsofcomponentsandassembliesfortransportandtechnologicalmachinesonthebasisofhiddenmarkovchains AT mariayurievnakarelina evaluationofthefrequencyofdiagnosticsofcomponentsandassembliesfortransportandtechnologicalmachinesonthebasisofhiddenmarkovchains AT sergeynikolaevichsatyshev evaluationofthefrequencyofdiagnosticsofcomponentsandassembliesfortransportandtechnologicalmachinesonthebasisofhiddenmarkovchains AT vitaliyalekseevichbugrimov evaluationofthefrequencyofdiagnosticsofcomponentsandassembliesfortransportandtechnologicalmachinesonthebasisofhiddenmarkovchains
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EVALUATION OF THE FREQUENCY OF DIAGNOSTICS OF COMPONENTS AND ASSEMBLIES FOR TRANSPORT AND TECHNOLOGICAL MACHINES ON THE BASIS OF HIDDEN MARKOV CHAINS

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