Communications - Scientific Letters of the University of Zilina 2015, 17(3):78-82 | DOI: 10.26552/com.C.2015.3.78-82

Acquiring Knowledge Needed for Pull Production System Design through Data Mining Methods

Peter Bubenik1, Filip Horak1, Viktor Hancinsky1
1 Department of Industrial Engineering, Faculty of Mechanical Engineering University of Zilina, Slovakia

Article deals with defining relationships for setting the optimal number of kanban cards in individual circuits of pull production systems, in order to minimize work in progress, while maximizing the number of completed orders in the observed time interval. To achieve this objective, data mining methods were used.

Keywords: data mining; production planning; knowledge acquisition; genetic algorithm

Published: August 31, 2015  Show citation

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Bubenik, P., Horak, F., & Hancinsky, V. (2015). Acquiring Knowledge Needed for Pull Production System Design through Data Mining Methods. Communications - Scientific Letters of the University of Zilina17(3), 78-82. doi: 10.26552/com.C.2015.3.78-82
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References

  1. MICIETA, B., GREGOR, M., QUIRENC, P., BOTKA, M.: KANBAN: Slovak Centre for Productivity (in Slovak), Zilina, 2001, ISBN 8096832425
  2. HARDING, J. et al.: Data Mining in Manufacturing: A Review, J. of Manufacturing Science and Engineering, 2006, vol. 128, p. 969-976, ISSN: 1087-1357 Go to original source...
  3. HAN, J., KAMBER, M.: Data Mining: Concepts and Techniques, 2nd ed., edited by J. Gray, San Francisco: Morgan Kaufmann Publishers, 2006, p. 5, ISBN: 1-55860-901-6
  4. GROGER, CH., NIEDERMANN, F., MITSCHANG, B.: Data Mining-driven Manufacturing Process Optimization. Proc. of the World Congress on Engineering, 2012, London. ISBN: 978-988-19252-2-0
  5. LYTTON, W., STEWART, M.: Data Mining Through Simulation. Neuroinformatics. ISBN 978-1-58829-720-4, 2007, vol. 401, pp. 155-166 Go to original source...
  6. ALNOUKARI, M.: An Integrated Data Mining and Simulation Solution, 2010, p. 929, Available online Go to original source...
  7. SimEvents, 2012. Available online
  8. KNIME Quickstart Guide. 2011 Available online: < http://tech.knime.org/files/KNIME_quickstart.pdf>.

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