ANALYTICAL SOLUTION OF STEADY-STATE BEHAVIOR OF BERNOULLI PRODUCTION LINE WITH TWO FINITE BUFFERS

Production system engineering is strongly relied on mathematical models of systems under consideration and analytical solution of the problem has an important role in development and validation of more complex numerical tools. Analytical solution of steady-state behavior of serial Bernoulli producti...

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Main Authors: Marko Tomić, Neven Hadžić
Format: Article
Language:English
Published: Faculty of Mechanical Engineering and Naval Architecture 2017-01-01
Series:Brodogradnja
Online Access:http://hrcak.srce.hr/file/266652
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author Marko Tomić
Neven Hadžić
author_facet Marko Tomić
Neven Hadžić
author_sort Marko Tomić
collection DOAJ
description Production system engineering is strongly relied on mathematical models of systems under consideration and analytical solution of the problem has an important role in development and validation of more complex numerical tools. Analytical solution of steady-state behavior of serial Bernoulli production line with three machines and two buffers is considered in this paper based on Markov chain approach. Transition matrices in general case, including three machines with different probabilities of failure and arbitrary occupancy of two buffers, are formulated along with equations for performance measures. The developed theory is illustrated using four different serial Bernoulli lines and the obtained results are compared to those determined using semi-analytical approach via aggregation procedure. Finally, the existing discrepancies are analyzed and pointed out for five different levels of buffers occupancy. From general perspective, good agreement has been found for most of the results within the examined space of system states.
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spelling doaj.art-142857ebfce243a6bb0244acbc6299e12022-12-21T22:37:20ZengFaculty of Mechanical Engineering and Naval ArchitectureBrodogradnja0007-215X1845-58592017-01-016838510210.21278/brod68306180896ANALYTICAL SOLUTION OF STEADY-STATE BEHAVIOR OF BERNOULLI PRODUCTION LINE WITH TWO FINITE BUFFERSMarko Tomić0Neven Hadžić1Faculty of Mechanical Engineering and Naval Architecture, University of Zagreb, I. Lučića 5, 10000 ZagrebFaculty of Mechanical Engineering and Naval Architecture, University of Zagreb, I. Lučića 5, 10000 ZagrebProduction system engineering is strongly relied on mathematical models of systems under consideration and analytical solution of the problem has an important role in development and validation of more complex numerical tools. Analytical solution of steady-state behavior of serial Bernoulli production line with three machines and two buffers is considered in this paper based on Markov chain approach. Transition matrices in general case, including three machines with different probabilities of failure and arbitrary occupancy of two buffers, are formulated along with equations for performance measures. The developed theory is illustrated using four different serial Bernoulli lines and the obtained results are compared to those determined using semi-analytical approach via aggregation procedure. Finally, the existing discrepancies are analyzed and pointed out for five different levels of buffers occupancy. From general perspective, good agreement has been found for most of the results within the examined space of system states.http://hrcak.srce.hr/file/266652
spellingShingle Marko Tomić
Neven Hadžić
ANALYTICAL SOLUTION OF STEADY-STATE BEHAVIOR OF BERNOULLI PRODUCTION LINE WITH TWO FINITE BUFFERS
Brodogradnja
title ANALYTICAL SOLUTION OF STEADY-STATE BEHAVIOR OF BERNOULLI PRODUCTION LINE WITH TWO FINITE BUFFERS
title_full ANALYTICAL SOLUTION OF STEADY-STATE BEHAVIOR OF BERNOULLI PRODUCTION LINE WITH TWO FINITE BUFFERS
title_fullStr ANALYTICAL SOLUTION OF STEADY-STATE BEHAVIOR OF BERNOULLI PRODUCTION LINE WITH TWO FINITE BUFFERS
title_full_unstemmed ANALYTICAL SOLUTION OF STEADY-STATE BEHAVIOR OF BERNOULLI PRODUCTION LINE WITH TWO FINITE BUFFERS
title_short ANALYTICAL SOLUTION OF STEADY-STATE BEHAVIOR OF BERNOULLI PRODUCTION LINE WITH TWO FINITE BUFFERS
title_sort analytical solution of steady state behavior of bernoulli production line with two finite buffers
url http://hrcak.srce.hr/file/266652
work_keys_str_mv AT markotomic analyticalsolutionofsteadystatebehaviorofbernoulliproductionlinewithtwofinitebuffers
AT nevenhadzic analyticalsolutionofsteadystatebehaviorofbernoulliproductionlinewithtwofinitebuffers