Approaches to Enhancing Efficiency of Production Management on Shop Floor Level

E. M. Abakumov, S. B. Kazanbekov

Abstract

The paper presents several approaches to enhancing efficiency of management of multiproduct single-unit and small-batch discrete production on shop-floor level, namely optimization during job scheduling, prediction of schedule execution, and support of decision-making during assignment of activity executor. For every approach, problem statement and example, potential method of solution and benefits of the shop floor level from using these approaches are given.

References

  1. Boussaïd, I., Lepagnot, J., Siarry, P., 2013. A survey on optimization metaheuristics. Information Sciences. 237. p. 82-117.
  2. Abazari, A.M., Solimanpur, M., Sattari, H., 2012. Optimum loading of machines in a flexible manufacturing system used a mixed-integer linear mathematical programming model and genetic algorithm. Computers & Industrial Engineering. 62 (2). p. 469-478.
  3. Xi, Y., Jang, J., 2012. Scheduling jobs on identical parallel machines with unequal future ready time and sequence dependent setup: An experimental study. International Journal of Production Economics. 137. p. 1-10.
  4. Lei, D., Guo, X., 2014. An effective neighborhood search for scheduling in dual-resource constrained interval job shop with environmental objective. International Journal of Production Economics.
  5. Huang, R.-H., Yang, C.-L., Cheng, W.-C., 2013. Flexible job shop scheduling with due window - a twopheromone ant colony approach. International Journal of Production Economics. 141. p. 685-697.
  6. Borba, L., Ritt, M., 2014. A heuristic and a branch-andbound algorithm for the Assembly Line Worker Assignment and Balancing Problem. Computers & Operations Research. 45. p. 87-96.
  7. Mutlu, O., Polat, O., Supciller, A.A., 2013. An iterative genetic algorithm for the assembly line worker assignment and balancing problem of type-II. Computers & Operations Research. 40. p. 418-426.
  8. Levi, Y., 2011. Theory, practice and results of the application of integrated management in machinery production. MES - Theory and Practice. 3.
  9. Zhang, R., Song, S., Wu, C., 2013. A hybrid artificial bee colony algorithm for the job shop scheduling problem. International Journal of Production Economics. 141. p. 167-178.
  10. Reingold, E., Nievergelt, J., Deo, N., 1980. Combinatorial algorithms. Theory and practice, Mir. Moscow.
  11. Conway, R.W., Maxwell, W.L., Miller, L.W., 1975. Theory of scheduling, Science. Moscow.
  12. Spears, W., 2000. Evolutionary algorithms: the role of mutation and recombination, Springer. Heidelberg.
  13. Kennedy, J., Eberhart, R., 1995. Particle Swarm Optimization. Proceedings of IEEE International Conference on Neural Networks. 4. p. 1942-1948.
  14. Mullen, R.J., Monekosso, D., Barman, S., Remagnino, P., 2009. A review of ant algorithms. Expert Systems with Applications. 36. p. 9608-9617.
  15. Fister, I., Fister Jr., I., Yang, X.-S., Brest, J., 2013. A comprehensive review of firefly algorithms. Swarm and Evolutionary Computation. 13. p. 34-46.
  16. Kobzar, A.I., 2006. Applied mathematical statistics. For engineers and scientists, Fizmatlit. Moscow.
  17. Wong, B.K., Lai, V.S., 2011. A survey of the application of fuzzy set theory in production and operations management: 1998-2009. International Journal of Production Economics. 129. p. 157-168.
  18. Haykin, S., 2006. Neural networks: a comprehensive foundation, Williams. Moscow, 2nd edition.
  19. Graupe, D., 2007. Principles of artificial neural networks, World Scientific. Singapore, 2nd edition.
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Paper Citation


in Harvard Style

M. Abakumov E. and B. Kazanbekov S. (2015). Approaches to Enhancing Efficiency of Production Management on Shop Floor Level . In Proceedings of the 17th International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-096-3, pages 559-564. DOI: 10.5220/0005340105590564


in Bibtex Style

@conference{iceis15,
author={E. M. Abakumov and S. B. Kazanbekov},
title={Approaches to Enhancing Efficiency of Production Management on Shop Floor Level},
booktitle={Proceedings of the 17th International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2015},
pages={559-564},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005340105590564},
isbn={978-989-758-096-3},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 17th International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - Approaches to Enhancing Efficiency of Production Management on Shop Floor Level
SN - 978-989-758-096-3
AU - M. Abakumov E.
AU - B. Kazanbekov S.
PY - 2015
SP - 559
EP - 564
DO - 10.5220/0005340105590564