Skip to main content
Erschienen in: Journal of Intelligent Manufacturing 3/2015

01.06.2015

Group-based production scheduling for make-to-order production

verfasst von: Chunyang Yu, Yangjian Ji, Guoning Qi, Xinjian Gu, Liyan Tao

Erschienen in: Journal of Intelligent Manufacturing | Ausgabe 3/2015

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

In make-to-order (MTO) production, various parts from different product structures may share similar processes. However, traditional production scheduling in the MTO environment considers only similarity of due dates but little process similarity. Different from traditional scheduling, aggregating the similarities of due dates and production processes, a group-based production scheduling approach is proposed. Group-based production scheduling takes order groups as scheduling units and part groups as scheduling objects to minimize the total manufacturing lead time in a planning period. Besides, a group based matrix and a production capacity constraint estimation method are proposed for formulating scheduling constraints. To ensure the quality result, a tabu search based algorithm of production scheduling is proposed. Results of a case study reveal that the group-based method can reduce the manufacturing lead time because of the reducing of processing set-up efforts.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Alfieri, A., Tolio, T., & Urgo, M. (2012). A two-stage stochastic programming project scheduling approach to production planning. The International Journal of Advanced Manufacturing Technology, 62(4), 279–290.CrossRef Alfieri, A., Tolio, T., & Urgo, M. (2012). A two-stage stochastic programming project scheduling approach to production planning. The International Journal of Advanced Manufacturing Technology, 62(4), 279–290.CrossRef
Zurück zum Zitat Bhandwale, A., & Kesavadas, T. (2008). A methodology to incorporate product mix variations in cellular manufacturing. Journal of Intelligent Manufacturing, 19(1), 71–85.CrossRef Bhandwale, A., & Kesavadas, T. (2008). A methodology to incorporate product mix variations in cellular manufacturing. Journal of Intelligent Manufacturing, 19(1), 71–85.CrossRef
Zurück zum Zitat Budinska, I., Kasanicky, T., & Zelenka, J. (2012). Production planning and scheduling by means of artificial immune systems and particle swarm optimization algorithms. International Journal of Bio-Inspired Computation, 4(4), 237–248.CrossRef Budinska, I., Kasanicky, T., & Zelenka, J. (2012). Production planning and scheduling by means of artificial immune systems and particle swarm optimization algorithms. International Journal of Bio-Inspired Computation, 4(4), 237–248.CrossRef
Zurück zum Zitat Caridi, M., & Cavalieri, S. (2004). Multi-agent systems in production planning and control: An overview. Production Planning and Control: The Management of Operations, 15(2), 106–118.CrossRef Caridi, M., & Cavalieri, S. (2004). Multi-agent systems in production planning and control: An overview. Production Planning and Control: The Management of Operations, 15(2), 106–118.CrossRef
Zurück zum Zitat Ebadian, M., Rabbani, M., Torabi, S. A., & Jolai, F. (2009). Hierarchical production planning and scheduling in make-to-order environments: Reaching short and reliable delivery dates. International Journal of Production Research, 47(20), 5761–5789.CrossRef Ebadian, M., Rabbani, M., Torabi, S. A., & Jolai, F. (2009). Hierarchical production planning and scheduling in make-to-order environments: Reaching short and reliable delivery dates. International Journal of Production Research, 47(20), 5761–5789.CrossRef
Zurück zum Zitat Erromdhani, R., Eddaly, M., & Rebai, A. (2012). Hierarchical production planning with flexibility in agroalimentary environment: A case study. Journal of Intelligent Manufacturing, 23(3), 811–819.CrossRef Erromdhani, R., Eddaly, M., & Rebai, A. (2012). Hierarchical production planning with flexibility in agroalimentary environment: A case study. Journal of Intelligent Manufacturing, 23(3), 811–819.CrossRef
Zurück zum Zitat Huang, S., Lu, M., & Wan, G. H. (2011). Integrated order selection and production scheduling under MTO strategy. International Journal of Production Research, 49(13), 4085–4101.CrossRef Huang, S., Lu, M., & Wan, G. H. (2011). Integrated order selection and production scheduling under MTO strategy. International Journal of Production Research, 49(13), 4085–4101.CrossRef
Zurück zum Zitat Jiao, J., Ma, Q., & Tseng, M. M. (2003). Towards high value-added products and services: Mass customization and beyond. Technovation, 23(10), 809–821. Jiao, J., Ma, Q., & Tseng, M. M. (2003). Towards high value-added products and services: Mass customization and beyond. Technovation, 23(10), 809–821.
Zurück zum Zitat Lin, L., Xin, C. H., Mitsuo, G., & Jung, B. J. (2013). Network modeling and evolutionary optimization for scheduling in manufacturing. Journal of Intelligent Manufacturing, 23(6), 2237–2253. Lin, L., Xin, C. H., Mitsuo, G., & Jung, B. J. (2013). Network modeling and evolutionary optimization for scheduling in manufacturing. Journal of Intelligent Manufacturing, 23(6), 2237–2253.
Zurück zum Zitat Lopez, L., Carter, M. W., & Gendreauc, M. (1998). The hot strip mill production scheduling problem: A tabu search approach. European Journal of Operational Research, 106(2–3), 317–335. Lopez, L., Carter, M. W., & Gendreauc, M. (1998). The hot strip mill production scheduling problem: A tabu search approach. European Journal of Operational Research, 106(2–3), 317–335.
Zurück zum Zitat Lzack, C., Avish, A. M., & Avraham, S. (2004). Multi project scheduling and control: A process-based comparative study of the critical chain methodology and some alternatives. Project Management Journal, 35(2), 39–50. Lzack, C., Avish, A. M., & Avraham, S. (2004). Multi project scheduling and control: A process-based comparative study of the critical chain methodology and some alternatives. Project Management Journal, 35(2), 39–50.
Zurück zum Zitat Mahdavi, I., Aalaei, A., Paydar, M. M., & Solimanpur, M. (2010). Designing a mathematical model for dynamic cellular manufacturing systems considering production planning and worker assignment. Computers and Mathematics with Applications, 60(4), 1014–1025.CrossRef Mahdavi, I., Aalaei, A., Paydar, M. M., & Solimanpur, M. (2010). Designing a mathematical model for dynamic cellular manufacturing systems considering production planning and worker assignment. Computers and Mathematics with Applications, 60(4), 1014–1025.CrossRef
Zurück zum Zitat Mahdavi, I., Aalaei, A., Paydar, M. M., & Solimanpur, M. (2011). Multi-objective cell formation and production planning in dynamic virtual cellular manufacturing systems. International Journal of Production Research, 49(21), 6517–6537.CrossRef Mahdavi, I., Aalaei, A., Paydar, M. M., & Solimanpur, M. (2011). Multi-objective cell formation and production planning in dynamic virtual cellular manufacturing systems. International Journal of Production Research, 49(21), 6517–6537.CrossRef
Zurück zum Zitat Maravelias, C. T., & Sung, C. (2009). Integration of production planning and scheduling: Overview, challenges and opportunities. Chemical Engineering and Processing, 33(12), 1919–1930. Maravelias, C. T., & Sung, C. (2009). Integration of production planning and scheduling: Overview, challenges and opportunities. Chemical Engineering and Processing, 33(12), 1919–1930.
Zurück zum Zitat Mok, P. Y., Cheung, T. Y., Wong, W. K., Leung, S. Y. S., & Fan, J. T. (2013). Intelligent production planning for complex garment manufacturing. Journal of Intelligent Manufacturing, 24(1), 133–145.CrossRef Mok, P. Y., Cheung, T. Y., Wong, W. K., Leung, S. Y. S., & Fan, J. T. (2013). Intelligent production planning for complex garment manufacturing. Journal of Intelligent Manufacturing, 24(1), 133–145.CrossRef
Zurück zum Zitat Omar, M. K., & Teo, S. C. (2007). Hierarchical production planning and scheduling in a multi-product, batch process environment. International Journal of Production Research, 45(5), 1029–1047.CrossRef Omar, M. K., & Teo, S. C. (2007). Hierarchical production planning and scheduling in a multi-product, batch process environment. International Journal of Production Research, 45(5), 1029–1047.CrossRef
Zurück zum Zitat Pechoucek, M., Rehak, M., & Charvat, P. (2007). Agent-based approach to mass-oriented production planning: Case study. IEEE Transactions on Systems, Man and Cybernetics–Part C: Applications and Reviews, 37(3), 386–395.CrossRef Pechoucek, M., Rehak, M., & Charvat, P. (2007). Agent-based approach to mass-oriented production planning: Case study. IEEE Transactions on Systems, Man and Cybernetics–Part C: Applications and Reviews, 37(3), 386–395.CrossRef
Zurück zum Zitat Purgstaller, P., & Missbauer, H. (2012). Rule-based vs. optimization-based order release in workload control: A simulation study of a MTO manufacturer. International Journal of Production Economics, 140(2), 670–680.CrossRef Purgstaller, P., & Missbauer, H. (2012). Rule-based vs. optimization-based order release in workload control: A simulation study of a MTO manufacturer. International Journal of Production Economics, 140(2), 670–680.CrossRef
Zurück zum Zitat Qi, G. N., Gu, X. J., & Tan, J. R. (2003). Mass customization technology and application. Beijing: Machinery Industry Press. Qi, G. N., Gu, X. J., & Tan, J. R. (2003). Mass customization technology and application. Beijing: Machinery Industry Press.
Zurück zum Zitat Rennan, P., & Argoneto, P. (2012). Production planning and automated negotiation for SMEs: An agent based e-procurement application. International Journal of Production Economics, 127(1), 73–84.CrossRef Rennan, P., & Argoneto, P. (2012). Production planning and automated negotiation for SMEs: An agent based e-procurement application. International Journal of Production Economics, 127(1), 73–84.CrossRef
Zurück zum Zitat Saraç, T., & Ozcelik, F. (2012). A genetic algorithm with proper parameters for manufacturing cell formation problems. Journal of Intelligent Manufacturing, 23(4), 1047–1061.CrossRef Saraç, T., & Ozcelik, F. (2012). A genetic algorithm with proper parameters for manufacturing cell formation problems. Journal of Intelligent Manufacturing, 23(4), 1047–1061.CrossRef
Zurück zum Zitat Shen, W., & Norrie, D. H. (1999). Agent-based systems for intelligent manufacturing: A state-of-the-art survey. Knowledge and Information Systems, an International Journal, 1(1), 129–156.CrossRef Shen, W., & Norrie, D. H. (1999). Agent-based systems for intelligent manufacturing: A state-of-the-art survey. Knowledge and Information Systems, an International Journal, 1(1), 129–156.CrossRef
Zurück zum Zitat Shirodkar, V. A., Sridharan, R., & Pillai, V. M. (2011). Effective allocation of idle time in the group technology economic lot scheduling problem. International Journal of Production Research, 49(24), 7493–7513.CrossRef Shirodkar, V. A., Sridharan, R., & Pillai, V. M. (2011). Effective allocation of idle time in the group technology economic lot scheduling problem. International Journal of Production Research, 49(24), 7493–7513.CrossRef
Zurück zum Zitat Stump, B., & Badurdeen, F. (2012). Integrating lean and other strategies for mass customization manufacturing: A case study. Journal of Intelligent Manufacturing, 23(1), 109–124.CrossRef Stump, B., & Badurdeen, F. (2012). Integrating lean and other strategies for mass customization manufacturing: A case study. Journal of Intelligent Manufacturing, 23(1), 109–124.CrossRef
Zurück zum Zitat Tomoyuki, M. (2003). An application of immune algorithms for job-shop scheduling problems. In Proceedings of the 5th international symposium on assembly and task, planning (pp. 146–150). Tomoyuki, M. (2003). An application of immune algorithms for job-shop scheduling problems. In Proceedings of the 5th international symposium on assembly and task, planning (pp. 146–150).
Zurück zum Zitat Wang, D. W., Wang, J. W., & Wang, H. F. (2007). Intelligent optimization methods. Beijing: Higher Education Press. Wang, D. W., Wang, J. W., & Wang, H. F. (2007). Intelligent optimization methods. Beijing: Higher Education Press.
Zurück zum Zitat Wang, R. C., & Liang, T. F. (2003). Application of fuzzy multi-objective linear programming to aggregate production planning. Computer and Industry Engineer, 46(1), 17–41.CrossRef Wang, R. C., & Liang, T. F. (2003). Application of fuzzy multi-objective linear programming to aggregate production planning. Computer and Industry Engineer, 46(1), 17–41.CrossRef
Zurück zum Zitat Wang, R. C., & Liang, T. F. (2005). Applying possibilistic linear programming to aggregate production planning. International Journal of Production Economics, 98(3), 328–341. Wang, R. C., & Liang, T. F. (2005). Applying possibilistic linear programming to aggregate production planning. International Journal of Production Economics, 98(3), 328–341.
Zurück zum Zitat Wu, D., & Ierapetritou, M. (2007). Hierarchical approach for production planning and scheduling under uncertainty. Chemical Engineering and Processing, 46(11), 1129–1140. Wu, D., & Ierapetritou, M. (2007). Hierarchical approach for production planning and scheduling under uncertainty. Chemical Engineering and Processing, 46(11), 1129–1140.
Zurück zum Zitat Xu, J., Ji, Y. J., Qi, G. N., Liu, X. Z., & Song, L. W. (2010). Classification and coding method of mechanical parts for the design process of mass customization. Chinese Journal of Mechanical Engineering, 46(11), 149–154. Xu, J., Ji, Y. J., Qi, G. N., Liu, X. Z., & Song, L. W. (2010). Classification and coding method of mechanical parts for the design process of mass customization. Chinese Journal of Mechanical Engineering, 46(11), 149–154.
Zurück zum Zitat Yan, H. S., Xia, Q. F., Zhu, M. R., Liu, X. L., & Guo, Z. M. (2003). Integrated production planning and scheduling on automobile assembly lines. IIE Transactions, 35(8), 711–725. Yan, H. S., Xia, Q. F., Zhu, M. R., Liu, X. L., & Guo, Z. M. (2003). Integrated production planning and scheduling on automobile assembly lines. IIE Transactions, 35(8), 711–725.
Zurück zum Zitat Zhang, X. D., & Yan, H. S. (2005). Integrated optimization of production planning and scheduling for a kind of job-shop. The International Journal of Advanced Manufacturing Technology, 26(8), 876–886.CrossRef Zhang, X. D., & Yan, H. S. (2005). Integrated optimization of production planning and scheduling for a kind of job-shop. The International Journal of Advanced Manufacturing Technology, 26(8), 876–886.CrossRef
Metadaten
Titel
Group-based production scheduling for make-to-order production
verfasst von
Chunyang Yu
Yangjian Ji
Guoning Qi
Xinjian Gu
Liyan Tao
Publikationsdatum
01.06.2015
Verlag
Springer US
Erschienen in
Journal of Intelligent Manufacturing / Ausgabe 3/2015
Print ISSN: 0956-5515
Elektronische ISSN: 1572-8145
DOI
https://doi.org/10.1007/s10845-013-0817-z

Weitere Artikel der Ausgabe 3/2015

Journal of Intelligent Manufacturing 3/2015 Zur Ausgabe

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.