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Erschienen in: Arabian Journal for Science and Engineering 8/2022

04.01.2022 | Research Article-Computer Engineering and Computer Science

Optimization of Product Switching Processes in Assembly Lines

verfasst von: Arif Gürsoy

Erschienen in: Arabian Journal for Science and Engineering | Ausgabe 8/2022

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Abstract

In industrial production, minimizing the idle time during assembly line reorganization in product switching is very important for management organizations. To increase efficiency, instead of taking the products that are expected to be produced in different and numerous varieties into the assembly line in indiscriminate order, it is necessary to schedule them in the order that requires the minimum setup time and start production in this way. In this study, the problem of minimizing machine setup time in assembly line workstations in product switching is mathematically modeled, and the problem is proved to be from the NP-hard class. In addition, 3 modified heuristic algorithms and 2 hybrid genetic algorithms are presented for the problem of product switching processes, and their performance is compared by running on 20 test problems.

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Literatur
2.
Zurück zum Zitat Gursoy, A.: An integer model and a heuristic algorithm for the flexible line balancing problem. Tekstil ve Konfeksiyon 22(1), 58–63 (2012) Gursoy, A.: An integer model and a heuristic algorithm for the flexible line balancing problem. Tekstil ve Konfeksiyon 22(1), 58–63 (2012)
3.
Zurück zum Zitat Gursoy, A.; Kircali Gursoy, N.: On the flexibility constrained line balancing problem in lean manufacturing. Tekstil Ve Konfeksiyon 25(4), 345–351 (2015) Gursoy, A.; Kircali Gursoy, N.: On the flexibility constrained line balancing problem in lean manufacturing. Tekstil Ve Konfeksiyon 25(4), 345–351 (2015)
8.
Zurück zum Zitat Moreira, M.C.O.; Miralles, C.; Costa, A.M.: Model and heuristics for the assembly line worker integration and balancing problem. Comput. Oper. Res. 54, 64–73 (2015)MathSciNetCrossRef Moreira, M.C.O.; Miralles, C.; Costa, A.M.: Model and heuristics for the assembly line worker integration and balancing problem. Comput. Oper. Res. 54, 64–73 (2015)MathSciNetCrossRef
9.
Zurück zum Zitat Li, Z.; Kucukkoc, I.; Nilakantan, J.M.: Comprehensive review and evaluation of heuristics and meta-heuristics for two-sided assembly line balancing problem. Comput. Oper. Res. 84, 146–161 (2017)MathSciNetCrossRef Li, Z.; Kucukkoc, I.; Nilakantan, J.M.: Comprehensive review and evaluation of heuristics and meta-heuristics for two-sided assembly line balancing problem. Comput. Oper. Res. 84, 146–161 (2017)MathSciNetCrossRef
10.
Zurück zum Zitat Pereira, J.; Álvarez-Miranda, E.: An exact approach for the robust assembly line balancing problem. Omega 78, 85–98 (2018)CrossRef Pereira, J.; Álvarez-Miranda, E.: An exact approach for the robust assembly line balancing problem. Omega 78, 85–98 (2018)CrossRef
11.
Zurück zum Zitat Zhang, Z.; Tang, Q.; Ruiz, R.; Zhang, L.: Ergonomic risk and cycle time minimization for the u-shaped worker assignment assembly line balancing problem: A multi-objective approach. Comput. Oper. Rese. 118, 104905 (2020)MathSciNetCrossRef Zhang, Z.; Tang, Q.; Ruiz, R.; Zhang, L.: Ergonomic risk and cycle time minimization for the u-shaped worker assignment assembly line balancing problem: A multi-objective approach. Comput. Oper. Rese. 118, 104905 (2020)MathSciNetCrossRef
12.
Zurück zum Zitat Ocal, F.; Cogun, C.: Imalat Hatlarini Analiz Eden Bir Yazilimin Gelistirilmesi ve Denenmesi I. J. Mach. Eng. 500, 31–38 (2001) Ocal, F.; Cogun, C.: Imalat Hatlarini Analiz Eden Bir Yazilimin Gelistirilmesi ve Denenmesi I. J. Mach. Eng. 500, 31–38 (2001)
13.
Zurück zum Zitat Illeez, A.: Konfeksiyon sektöründe süreç planlamasında kullanılabilecek matematiksel yöntemler. Unpublished Master’s Thesis. Ege University Natural Science Institute, Izmir (2006) Illeez, A.: Konfeksiyon sektöründe süreç planlamasında kullanılabilecek matematiksel yöntemler. Unpublished Master’s Thesis. Ege University Natural Science Institute, Izmir (2006)
14.
Zurück zum Zitat Illeez, A.A.; Guner, M.: Creating a mathematical model for scheduling the entrance sequence of products in sewing cells. TEKSTIL 57, 303–309 (2008) Illeez, A.A.; Guner, M.: Creating a mathematical model for scheduling the entrance sequence of products in sewing cells. TEKSTIL 57, 303–309 (2008)
15.
Zurück zum Zitat Shen, J.; Zhu, Y.: An uncertain programming model for single machine scheduling problem with batch delivery. J. Ind. Manag. Optim. 15(2), 577 (2019)MathSciNetCrossRef Shen, J.; Zhu, Y.: An uncertain programming model for single machine scheduling problem with batch delivery. J. Ind. Manag. Optim. 15(2), 577 (2019)MathSciNetCrossRef
23.
Zurück zum Zitat Rosen, K.H.; Krithivasan, K.: Discrete mathematics and its applications: with combinatorics and graph theory. Tata McGraw-Hill Education, New York (2012) Rosen, K.H.; Krithivasan, K.: Discrete mathematics and its applications: with combinatorics and graph theory. Tata McGraw-Hill Education, New York (2012)
24.
Zurück zum Zitat Bang-Jensen, J.; Gutin, G.Z.: Digraphs: Theory, Algorithms and Applications. Springer Science & Business Media, Berlin (2008)MATH Bang-Jensen, J.; Gutin, G.Z.: Digraphs: Theory, Algorithms and Applications. Springer Science & Business Media, Berlin (2008)MATH
25.
Zurück zum Zitat Sedgewick, R.; Wayne, K.: Algorithms. Addison-Wesley Professional, New York (2015) Sedgewick, R.; Wayne, K.: Algorithms. Addison-Wesley Professional, New York (2015)
26.
Zurück zum Zitat Matai, R.; Singh, S.; Lal, M.: Traveling salesman problem: an overview of applications, formulations, and solution approaches. In: Traveling Salesman Problem, Theory and Applications, pp. 1–24. InTech (2010). https://doi.org/10.5772/12909 Matai, R.; Singh, S.; Lal, M.: Traveling salesman problem: an overview of applications, formulations, and solution approaches. In: Traveling Salesman Problem, Theory and Applications, pp. 1–24. InTech (2010). https://​doi.​org/​10.​5772/​12909
31.
Zurück zum Zitat REFA: Methodenlehre des arbeitsstudiums. Datenermittlung 2, 14–undefined (1978) REFA: Methodenlehre des arbeitsstudiums. Datenermittlung 2, 14–undefined (1978)
33.
Zurück zum Zitat Garey, M.R.; Johnson, D.S.: Computers and intractability: a guide to the theory of np-completeness (series of books in the mathematical sciences). Comput. Intractab. (1979) Garey, M.R.; Johnson, D.S.: Computers and intractability: a guide to the theory of np-completeness (series of books in the mathematical sciences). Comput. Intractab. (1979)
36.
Zurück zum Zitat Johnson, D.S.; McGeoch, L.A.: The traveling salesman problem: a case study in local optimization. Local Search Combin. Optim. 1, 215–310 (1997)MATH Johnson, D.S.; McGeoch, L.A.: The traveling salesman problem: a case study in local optimization. Local Search Combin. Optim. 1, 215–310 (1997)MATH
37.
39.
Zurück zum Zitat Gen, M.: Genetic algorithms and their applications. In: Springer Handbook of Engineering Statistics, pp. 749–773. Springer, Berlin (2006) Gen, M.: Genetic algorithms and their applications. In: Springer Handbook of Engineering Statistics, pp. 749–773. Springer, Berlin (2006)
40.
Zurück zum Zitat Reinelt, G.: Tsplib-a traveling salesman problem library. ORSA J. Comput. 3, 376–384 (1991)CrossRef Reinelt, G.: Tsplib-a traveling salesman problem library. ORSA J. Comput. 3, 376–384 (1991)CrossRef
41.
Zurück zum Zitat Bussieck, M.R.; Meeraus, A.: General algebraic modeling system (gams). In: Modeling languages in mathematical optimization, pp. 137–157. Springer (2004) Bussieck, M.R.; Meeraus, A.: General algebraic modeling system (gams). In: Modeling languages in mathematical optimization, pp. 137–157. Springer (2004)
42.
Zurück zum Zitat Czyzyk J.; Mesnier, M.M.: The neos server. IEEE J. Comput. Sci. Eng. 5 (1998) Czyzyk J.; Mesnier, M.M.: The neos server. IEEE J. Comput. Sci. Eng. 5 (1998)
Metadaten
Titel
Optimization of Product Switching Processes in Assembly Lines
verfasst von
Arif Gürsoy
Publikationsdatum
04.01.2022
Verlag
Springer Berlin Heidelberg
Erschienen in
Arabian Journal for Science and Engineering / Ausgabe 8/2022
Print ISSN: 2193-567X
Elektronische ISSN: 2191-4281
DOI
https://doi.org/10.1007/s13369-021-06430-9

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