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Throughput Analysis of Transfer Lines in Transient State: Using Exact Analytical Methods

Yıl 2018, Cilt: 6 Sayı: 1, 104 - 111, 31.01.2018
https://doi.org/10.21541/apjes.328147

Öz

Transfer
line is a serial arrangement of machines where buffers are used to separate two
consecutive machines. This special type of production systems have high
production volumes.  In the design and
operation of transfer lines, throughput analysis is essential. Considering the
transient state of the systems, this paper presents theoretical analysis for
throughput rate of transfer lines. For the short transfer lines, having a
unique machine and two machines, we derive throughput rate, expected value and
variance functions. We use these functions in performance evaluation of
production systems. Besides, these theoretical analyses can be used while
analyzing longer and more complex transfer lines which can easily be decomposed
into smaller sub-systems. 

Kaynakça

  • Altiok, T. (1997) Performance analysis of manufacturing systems. New York: Springer Verlag
  • Amari, S.V., and Misra, R.B. (1997) “Closed-form expressions for distribution of sum of exponential random variables.” IEEE Transactions on Reliability, 46(4), 519-522
  • Bonvik, A.M., Dallery, Y., and Gershwin, S.B. (2000) “Approximate analysis of production systems operated by a CONWIP/finite buffer hybrid control policy” International Journal of Production Research, 38, 2845-2869
  • Buzacott, J.A., and Shanthikumar, J.G. (1993). Stochastic models of manufacturing systems. Englewood Cliffs, NJ: Prentice Hall
  • Borisovsky, P., Dolgui, A., and Kovalev, S. (2012) “Modeling transfer line design problem via a set partitioning problem.” Optimization Letters, 6, 915-926
  • Colledani, M. et al. (2010) “Analytical methods to support continous improvements at scania” International Journal of Production Research, 48(7), 1913-1945
  • Dallery, Y., David, R., and Xie, X.L. (1989) “Approximate analysis of transfer lines with unreliable macines and finite buffers” IEEE Transactions on Automatic Control, 34(9), 943-953
  • Dallery, Y., and Le Bihan, H. (1999) “An improved decomposition method for the analysis of production lines with unreliable machines and finite buffers” International Journal of Production Research, 37(5), 1093-1117
  • Dolgui, A., Finel, B., Venadat, F., Guschinsky, N., and Levin, G. (2005) “A heuristic approach for transfer line balancing” Journal of Intelligent Manufacturing, 16, 159-172
  • Gershwin, S.B. (1987) “An efficient decomposition method fort he approximate evaluation of tandem queues with finite storage space and blocking” Operations Research, 35(2), 291-305
  • Gershwin, S.B. (1991) “Assembly/disassembly systems: an efficient decomposition algorithm for tree-structured networks” IIE Transactions, 23(4), 302-314
  • Gershwin, S.B., and Burman, M.H. (2000) “A decomposition method for analyzing inhomogenous assembly/disassembly systems” Annals of Operations Research, 93(1-4), 91-115
  • Gershwin, S.B., and Werner, L.M. (2007) “An approximate analytical method for evaluating the performance of closed-loop flow systems with unreliable machines and finite buffers.” International Journal of Production Research, 45(14), 3085-3111
  • Govil, M.C., and Fu, M.C. (1996) “Queueing theory in manufacturing: a survey.” Journal of Manufacturing Systems, 18, 214-240
  • Guschinskaya, O., and Dolgui, A., (2009) “Comparison of exact and heuristic methods for a transfer line balancing problem.” International Journal of Production Economics, 120, 276-286
  • Guschinskaya, O., and Dolgui, A., (2008) “A transfer line balancing problem by heuristic methods: Industrial case studies.” Decision Making in Manufacturing and Services, 2(1), 33-46
  • Guschinskaya, O., and Dolgui, A., Guschinski, N., and Levin, B. (2008) “A heuristic multi-start decomposition approach for optimal design of serial machining lines” European Journal of Operational Research, 189, 902-913
  • Hany, O., and Baki, M.F. (2014) “Balancing transfer lines using Benders decomposition and ant colony optimization techniques” International Journal of Production Research, 52(5), 1334-13350
  • Helber, S., and Jusic, H. (2004) “A new decomposition approach for non-cyclic continous material flow lines with a merging flow of material.” Annals of Operations Research, 125, 117-139
  • Helber, S. (1998) “Decomposition of unreliable assembly/disassembly networkswith limited buffer capacity and random processing times” European Journal of Operational Research, 109(1), 24-42
  • Ignall, E., and Silver, A. (1977) “The output of a two-stage system with unreliable machines and limited storage.” IIE Transactions, 9, 183-188
  • Li, J., Blumenfeld, D.E., and Alden, J.M. (2006) “Comparisons of two-machine line models in throughput analysis.” International Journal of Production Research, 44, 1375-1398
  • Li, J., Blumenfeld, D.E., Huang, N., and Alden, J.M. (2009) “Throughput analysis of production systems: recent advances and future topics.” International Journal of Production Research, 47(14), 3823-3851
  • Liu, X.G., and Buzacott J.A. (1990) “Approximate models of assembly systems with finite inventory banks.” European Journal of Operational Research, 45(2-3), 143-154
  • Masood, S. (2006) “Line balancing and simulation of an automated production transfer line.” Assembly Automation, 26(1), 69-74
  • Papadopoulus, H.T., and Heavey, C. (1996) “Queueing theory in manufacturing systems analysis and design: a classification of models for production and transfer lines.” European Journal of Operational Research, 92(1), 1-27
  • Wu, K., and McGinnis, L. (2012) “Performance evaluation for general queueing networks in manufacturing systems: Characterizing the trade-off between queue time and utilization.” European Journal of Operational Research, 221, 328-339
  • Xia, B., Xi, L., and Zhou, B. (2012) “An improved decomposition method for evaluating the performance of transfer lines with unreliable machines and finite buffers.” International Journal of Production Research, 50(15), 4009-4024

Transfer Hatlarında Geçici Durum Çıktı Analizi: Analitik Metod Kullanımı

Yıl 2018, Cilt: 6 Sayı: 1, 104 - 111, 31.01.2018
https://doi.org/10.21541/apjes.328147

Öz

Transfer hatları üretimde makinelerin
seri olarak düzenlendiği ve iki ardışık makinenin ara tamponlarla ayrıldığı
sistemlerdir. Bir üretim sistemi olan transfer hatlarının yüksek üretim hacmine
sahiptir. Transfer hatlarının, tasarım ve operasyonlarında çıktı analizi önemli
bir yere sahiptir. Bu çalışma, transfer hatlarında çıktı analizi üzerine teorik
sonuçlar sunmaktadır. Tek makineli ve iki makineli transfer hatlarının çıktı
dağılım, beklenen değer ve sapma fonksiyonları oluşturulacaktır. Elde edilen
fonksiyonlar, bu üretim sistemlerinin performans değerlendirilmesinde
kullanılacaktır. Bunun yanında, küçük sistemlere ayrıştırılabilecek olan daha
uzun ve karmaşık transfer hatlarının analizinde de bu derivasyonlar
kullanılabilir.



 

Kaynakça

  • Altiok, T. (1997) Performance analysis of manufacturing systems. New York: Springer Verlag
  • Amari, S.V., and Misra, R.B. (1997) “Closed-form expressions for distribution of sum of exponential random variables.” IEEE Transactions on Reliability, 46(4), 519-522
  • Bonvik, A.M., Dallery, Y., and Gershwin, S.B. (2000) “Approximate analysis of production systems operated by a CONWIP/finite buffer hybrid control policy” International Journal of Production Research, 38, 2845-2869
  • Buzacott, J.A., and Shanthikumar, J.G. (1993). Stochastic models of manufacturing systems. Englewood Cliffs, NJ: Prentice Hall
  • Borisovsky, P., Dolgui, A., and Kovalev, S. (2012) “Modeling transfer line design problem via a set partitioning problem.” Optimization Letters, 6, 915-926
  • Colledani, M. et al. (2010) “Analytical methods to support continous improvements at scania” International Journal of Production Research, 48(7), 1913-1945
  • Dallery, Y., David, R., and Xie, X.L. (1989) “Approximate analysis of transfer lines with unreliable macines and finite buffers” IEEE Transactions on Automatic Control, 34(9), 943-953
  • Dallery, Y., and Le Bihan, H. (1999) “An improved decomposition method for the analysis of production lines with unreliable machines and finite buffers” International Journal of Production Research, 37(5), 1093-1117
  • Dolgui, A., Finel, B., Venadat, F., Guschinsky, N., and Levin, G. (2005) “A heuristic approach for transfer line balancing” Journal of Intelligent Manufacturing, 16, 159-172
  • Gershwin, S.B. (1987) “An efficient decomposition method fort he approximate evaluation of tandem queues with finite storage space and blocking” Operations Research, 35(2), 291-305
  • Gershwin, S.B. (1991) “Assembly/disassembly systems: an efficient decomposition algorithm for tree-structured networks” IIE Transactions, 23(4), 302-314
  • Gershwin, S.B., and Burman, M.H. (2000) “A decomposition method for analyzing inhomogenous assembly/disassembly systems” Annals of Operations Research, 93(1-4), 91-115
  • Gershwin, S.B., and Werner, L.M. (2007) “An approximate analytical method for evaluating the performance of closed-loop flow systems with unreliable machines and finite buffers.” International Journal of Production Research, 45(14), 3085-3111
  • Govil, M.C., and Fu, M.C. (1996) “Queueing theory in manufacturing: a survey.” Journal of Manufacturing Systems, 18, 214-240
  • Guschinskaya, O., and Dolgui, A., (2009) “Comparison of exact and heuristic methods for a transfer line balancing problem.” International Journal of Production Economics, 120, 276-286
  • Guschinskaya, O., and Dolgui, A., (2008) “A transfer line balancing problem by heuristic methods: Industrial case studies.” Decision Making in Manufacturing and Services, 2(1), 33-46
  • Guschinskaya, O., and Dolgui, A., Guschinski, N., and Levin, B. (2008) “A heuristic multi-start decomposition approach for optimal design of serial machining lines” European Journal of Operational Research, 189, 902-913
  • Hany, O., and Baki, M.F. (2014) “Balancing transfer lines using Benders decomposition and ant colony optimization techniques” International Journal of Production Research, 52(5), 1334-13350
  • Helber, S., and Jusic, H. (2004) “A new decomposition approach for non-cyclic continous material flow lines with a merging flow of material.” Annals of Operations Research, 125, 117-139
  • Helber, S. (1998) “Decomposition of unreliable assembly/disassembly networkswith limited buffer capacity and random processing times” European Journal of Operational Research, 109(1), 24-42
  • Ignall, E., and Silver, A. (1977) “The output of a two-stage system with unreliable machines and limited storage.” IIE Transactions, 9, 183-188
  • Li, J., Blumenfeld, D.E., and Alden, J.M. (2006) “Comparisons of two-machine line models in throughput analysis.” International Journal of Production Research, 44, 1375-1398
  • Li, J., Blumenfeld, D.E., Huang, N., and Alden, J.M. (2009) “Throughput analysis of production systems: recent advances and future topics.” International Journal of Production Research, 47(14), 3823-3851
  • Liu, X.G., and Buzacott J.A. (1990) “Approximate models of assembly systems with finite inventory banks.” European Journal of Operational Research, 45(2-3), 143-154
  • Masood, S. (2006) “Line balancing and simulation of an automated production transfer line.” Assembly Automation, 26(1), 69-74
  • Papadopoulus, H.T., and Heavey, C. (1996) “Queueing theory in manufacturing systems analysis and design: a classification of models for production and transfer lines.” European Journal of Operational Research, 92(1), 1-27
  • Wu, K., and McGinnis, L. (2012) “Performance evaluation for general queueing networks in manufacturing systems: Characterizing the trade-off between queue time and utilization.” European Journal of Operational Research, 221, 328-339
  • Xia, B., Xi, L., and Zhou, B. (2012) “An improved decomposition method for evaluating the performance of transfer lines with unreliable machines and finite buffers.” International Journal of Production Research, 50(15), 4009-4024
Toplam 28 adet kaynakça vardır.

Ayrıntılar

Birincil Dil İngilizce
Konular Mühendislik
Bölüm Makaleler
Yazarlar

Görkem Sarıyer

Mehmet Cemali Dinçer Bu kişi benim

Yayımlanma Tarihi 31 Ocak 2018
Gönderilme Tarihi 13 Temmuz 2017
Yayımlandığı Sayı Yıl 2018 Cilt: 6 Sayı: 1

Kaynak Göster

IEEE G. Sarıyer ve M. C. Dinçer, “Throughput Analysis of Transfer Lines in Transient State: Using Exact Analytical Methods”, APJES, c. 6, sy. 1, ss. 104–111, 2018, doi: 10.21541/apjes.328147.