Cycle Time Estimation of a Multiple Product Production Line: An Approach With Fuzzy and Chance-Constrained Programming

This paper presents an approach to estimate the cycle time of a multi-product production line composed of workstations that are subject to random failure and repair. We utilize chance constrained programming (CCP) to establish an upper bound for the stochastic variables and approximate them with int...

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Vydáno v:INFOR. Information systems and operational research Ročník 47; číslo 2; s. 93 - 103
Hlavní autoři: Xu, Min, Abdul-Kader, Walid, Ganjavi, Ozhand
Médium: Journal Article
Jazyk:angličtina
Vydáno: Ottawa Taylor & Francis 01.05.2009
INFOR Journal
Canadian Operational Research Society
Témata:
Assembly lines
chance constraint programming
cycle time estimation
Fuzzy linear programming
Linear programming
Stochastic models
Studies
unreliable production line
ISSN:0315-5986, 1916-0615
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Abstract This paper presents an approach to estimate the cycle time of a multi-product production line composed of workstations that are subject to random failure and repair. We utilize chance constrained programming (CCP) to establish an upper bound for the stochastic variables and approximate them with interval variables. Fuzzy linear programming (FLP) is utilized to incorporate the interval variables into the optimization model. We discuss and utilize some of the existing methods of determining production line efficiency as the line efficiency is a component of our proposed model. Numerical examples are presented and the results obtained by the modeling approach are then compared and validated with simulation results.
AbstractList This paper presents an approach to estimate the cycle time of a multi-product production line composed of workstations that are subject to random failure and repair. We utilize chance constrained programming (CCP) to establish an upper bound for the stochastic variables and approximate them with interval variables. Fuzzy linear programming (FLP) is utilized to incorporate the interval variables into the optimization model. We discuss and utilize some of the existing methods of determining production line efficiency as the line efficiency is a component of our proposed model. Numerical examples are presented and the results obtained by the modeling approach are then compared and validated with simulation results. [PUBLICATION ABSTRACT]
This paper presents an approach to estimate the cycle time of a multi-product production line composed of workstations that are subject to random failure and repair. We utilize chance constrained programming (CCP) to establish an upper bound for the stochastic variables and approximate them with interval variables. Fuzzy linear programming (FLP) is utilized to incorporate the interval variables into the optimization model. We discuss and utilize some of the existing methods of determining production line efficiency as the line efficiency is a component of our proposed model. Numerical examples are presented and the results obtained by the modeling approach are then compared and validated with simulation results.
Author Ganjavi, Ozhand
Xu, Min
Abdul-Kader, Walid
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  fullname: Xu, Min
  organization: University of Regina
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  givenname: Walid
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  fullname: Abdul-Kader, Walid
  organization: University of Windsor
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  givenname: Ozhand
  surname: Ganjavi
  fullname: Ganjavi, Ozhand
  organization: Laurentian University
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Cites_doi 10.1080/0020754021000024148
10.1080/002075497196055
10.1023/A:1018996428429
10.1080/00207548708919865
10.1080/00207548708919881
10.1080/00207546708929778
10.1007/BF01158636
10.1007/978-94-010-0646-0
10.1080/07408170208928849
10.1109/91.963757
10.1016/0165-0114(78)90031-3
10.1287/mnsc.17.4.B141
10.1080/00207546708929751
10.1007/978-0-387-35065-3_16
10.1287/mnsc.6.1.73
10.1007/b99492
10.1080/05695557708975141
10.1080/07408178808966181
10.1287/opre.13.6.930
10.1287/mnsc.9.3.405
10.1016/j.cor.2004.11.015
10.1007/978-3-642-48753-8
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Dreo J. (CIT0017) 2006
Martinich J. S. (CIT0024) 1997
Gershwin S. (CIT0018) 2002
Buzacott J. A. (CIT0011) 1993
CIT0014
CIT0013
CIT0016
CIT0015
CIT0021
CIT0020
CIT0001
CIT0023
CIT0022
Barlow R. (CIT0005) 1975
Hopp W. J. (CIT0019) 2008
CIT0003
CIT0025
CIT0002
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CIT0026
CIT0007
CIT0029
CIT0006
CIT0009
CIT0008
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  doi: 10.1080/0020754021000024148
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  doi: 10.1080/002075497196055
– ident: CIT0007
  doi: 10.1023/A:1018996428429
– ident: CIT0015
  doi: 10.1080/00207548708919865
– volume-title: Modeling and Analysis of Manufacturing Systems
  year: 1993
  ident: CIT0004
– ident: CIT0021
  doi: 10.1080/00207548708919881
– ident: CIT0010
  doi: 10.1080/00207546708929778
– ident: CIT0013
  doi: 10.1007/BF01158636
– volume-title: Production and Operations Management, an Applied Approach
  year: 1997
  ident: CIT0024
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  volume-title: Probability and Mathematical Statistics Series
  year: 1972
  ident: CIT0028
– ident: CIT0030
  doi: 10.1007/978-94-010-0646-0
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  year: 1993
  ident: CIT0011
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  doi: 10.1080/07408170208928849
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  doi: 10.1109/91.963757
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  doi: 10.1016/0165-0114(78)90031-3
– ident: CIT0006
  doi: 10.1287/mnsc.17.4.B141
– ident: CIT0009
  doi: 10.1080/00207546708929751
– volume-title: Metaheuristic Optimization (Methods and Case Studies)
  year: 2006
  ident: CIT0017
– ident: CIT0008
  doi: 10.1007/978-0-387-35065-3_16
– ident: CIT0012
  doi: 10.1287/mnsc.6.1.73
– volume-title: Factory Physics: Foundations of Manufacturing Management.
  year: 2008
  ident: CIT0019
– ident: CIT0016
  doi: 10.1007/b99492
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  doi: 10.1080/05695557708975141
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  doi: 10.1080/07408178808966181
– volume-title: Manufacturing Systems Engineering
  year: 2002
  ident: CIT0018
– ident: CIT0025
  doi: 10.1287/opre.13.6.930
– ident: CIT0026
  doi: 10.1287/mnsc.9.3.405
– ident: CIT0001
  doi: 10.1016/j.cor.2004.11.015
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  doi: 10.1007/978-3-642-48753-8
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Snippet This paper presents an approach to estimate the cycle time of a multi-product production line composed of workstations that are subject to random failure and...
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StartPage 93
SubjectTerms Assembly lines
chance constraint programming
cycle time estimation
Fuzzy linear programming
Linear programming
Stochastic models
Studies
unreliable production line
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Title Cycle Time Estimation of a Multiple Product Production Line: An Approach With Fuzzy and Chance-Constrained Programming
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