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Прихована марківська модель надійності виробничної системи

Прихована марківська модель надійності виробничної системи

Abstract

The work discusses flexible manufacturing system modeling problem from its components’ reliability point of view, which heavily influences the overall system control process in case of operational management system based on synchronous model usage.Reliability model of flexible manufacturing system based on hidden markov models mathematical apparatus is proposed. Apart that, the work discusses certain problems of operational management, that can be solved using the proposed model. Such problems arise from the fact that different extraordinary situations happen during manufacturing process. Such situations are connected to manufacturing equipment itself and information subsystem of operational management system equipment either.

В работе рассмотрена проблема моделирования гибкой производственной системы с точки зрения надежности ее составляющих, что влияет на качество управления системой при условии применения системы оперативного управления з синхронной моделью.Предложена модель надежности гибкой производственной системы на базе математического апарата скрытых марковских моделей. Рассмотрены проблемы управления производственными системами, которые можна решать с применением предложенной модели, которые связаны как с возникновением внештатных ситуаций оборудования ГПС, так и оборудования информационной подсистемы СОУ ГПС.

В роботі розглядається проблема моделювання гнучкої виробничої системи з точки зору надійності її складових, що впливає на якість управління системою за умови застосування системи оперативного управління з синхронною моделлю.Запропонована модель надійності гнучкої виробничої системи на базі математичного апарату прихованих марківських моделей. Розглянуті проблеми управління виробничими системами, що можна вирішувати з застосуванням запропонованої моделі, які пов’язані як з виникненням нештатних ситуацій обладнання ГВС, так і обладнання інформаційної підсистеми СОУ ГВС.

Keywords

system of operative management; flexible production system; hidden Markov model; reliability and control, система оперативного управління; гнучка виробнича система; прихована марківська модель; надійність; управління, система оперативного управления; гибкая производственная система; скрытая марковская модель; надежность; управление

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
gold