Skip to main content
SpringerLink
Log in
Book cover

International Conference on Artificial Intelligence and Soft Computing

ICAISC 2015: Artificial Intelligence and Soft Computing pp 353–363Cite as

Modeling Manufacturing Processes with Disturbances - A New Method Based on Algebraic-Logical Meta-Models

  • Conference paper

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9120))

Abstract

The paper discusses modeling and control of discrete manufacturing processes (DMP) with disturbances of various types: machine failures, quality defects, unexpected additional orders etc. A novel formal modeling method is presented for DMP with disturbances. The method is based on formal description of DMP given by the algebraic logical meta model (ALMM). It is called two stage AL model transformation method (2SALMT method). Method application is shown herein for IT systems managing manufacturing on both operational and tactical levels. The paper also shows how 2SALMT method can be applied for modeling scheduling problems with disturbances such as machine failure.

This is a preview of subscription content, log in via an institution.

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Albers, S., Schmidt, G.: Scheduling with unexpected machine breakdowns. Discrete Applied Mathematics 110, 85–99 (2001)

    Article  MathSciNet  MATH  Google Scholar 

  2. Miora, M.: Business Continuity Planning. In: Bosworth, S., Kabay, M.E., Whyne, E. (eds.) Computer Security Handbook, ch.58, 5th edn. John Wiley & Sons (2009)

    Google Scholar 

  3. Dudek-Dyduch, E.: Formalization and Analysis of Problems of Discrete Manufacturing Processes, vol. 54. Scientific Bulletin of AGH University, Automatyka (1990) (in Polish)

    Google Scholar 

  4. Dudek-Dyduch, E.: Computer Systems for manufacturing management. Wyd. Poldex, Cracow (2002) (in Polish)

    Google Scholar 

  5. Dudek-Dyduch, E.: Learning based algorithm in scheduling. Journal of Intelligent Manufacturing (JIM) 11(2), 135–143 (2000)

    Article  Google Scholar 

  6. Dudek-Dyduch, E., Dyduch, T.: Learning Algorithms for Scheduling Using Knowledge Based Model. In: Rutkowski, L., Tadeusiewicz, R., Zadeh, L.A., Żurada, J.M. (eds.) ICAISC 2006. LNCS (LNAI), vol. 4029, pp. 1091–1100. Springer, Heidelberg (2006)

    Chapter  Google Scholar 

  7. Dudek-Dyduch, E., Kucharska, E.: Learning Method for Co-operation. In: Jędrzejowicz, P., Nguyen, N.T., Hoang, K. (eds.) ICCCI 2011, Part II. LNCS, vol. 6923, pp. 290–300. Springer, Heidelberg (2011)

    Chapter  Google Scholar 

  8. Dudek-Dyduch, E., Kucharska, E.: Optimization learning method for discrete process control. In: Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, ICINCO 2011, Noordwijkerhout, The Netherlands, 2831, vol. 1, p. 2433 (2011) ISBN 978-989-8425-74-4

    Google Scholar 

  9. Dudek-Dyduch, E., Dutkiewicz, L.: Substitution Tasks Method for Discrete Optimization. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2013, Part II. LNCS (LNAI), vol. 7895, pp. 419–430. Springer, Heidelberg (2013)

    Chapter  Google Scholar 

  10. Sękowski, H., Dudek-Dyduch, E.: Knowledge Based Model for Scheduling in Failure Modes. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2012, Part II. LNCS, vol. 7268, pp. 591–599. Springer, Heidelberg (2012)

    Chapter  Google Scholar 

  11. Glowacz, A.: Diagnostics of DC and Induction Motors Based on the Analysis of Acoustic Signals, pp. 257–262 (2014)

    Google Scholar 

  12. Grobler-Debska, K., Kucharska, E., Dudek-Dyduch, E.: Idea of switching algebraic-logicalmodels in flow-shop scheduling problem with defects. In: The 18th International Conference on Methods and Models in Automation and Robotics, MMAR Proceedings, pp. 532–537 (2013)

    Google Scholar 

  13. Joseph, O. A., Sridharan, R.: Evaluation of routing flexibility of a flexible manufacturing system using simulation modelling and analysis. Int. J. Adv. Manuf. Technol. (2011), doi 10.1007/s00170-011-3153-5

    Google Scholar 

  14. Kucharska, E., Dutkiewicz, L., Grobler-Dbska, K., Rczka, K.: ALMM approach for optimization of the supply routes for multi-location companies problem. In: Advances in Decision Sciences and Future Studies - Proceedings of the 8-th International Conference on Knowledge, Information and Creativity Support Systems, Krakw, vol. 2, pp. 321–332 (2013)

    Google Scholar 

  15. McDermott, R., Mikulak, R., Beauregard, M.: The Basics of FMEA, 2nd edn. Productivity Press (2009) ISBN:9781563273773

    Google Scholar 

Download references

Author information

Authors and Affiliations

  1. Department of Automatics and Biomedical Engineering, AGH University of Science and Technology, Kraków, Poland

    Ewa Dudek-Dyduch

Authors
  1. Ewa Dudek-Dyduch
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Ewa Dudek-Dyduch .

Editor information

Editors and Affiliations

  1. Czestochowa University of Technology, Czestochowa, Poland

    Leszek Rutkowski

  2. Czestochowa University of Technology, Czestochowa, Poland

    Marcin Korytkowski

  3. Czestochova Univ of Technology, Częstochova, Poland

    Rafal Scherer

  4. AGH University of Science and Technology, Krakow, Poland

    Ryszard Tadeusiewicz

  5. University of California, Berkeley, California, USA

    Lotfi A. Zadeh

  6. Louisville, Kentucky, USA

    Jacek M. Zurada

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer International Publishing Switzerland

About this paper

Cite this paper

Dudek-Dyduch, E. (2015). Modeling Manufacturing Processes with Disturbances - A New Method Based on Algebraic-Logical Meta-Models. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L., Zurada, J. (eds) Artificial Intelligence and Soft Computing. ICAISC 2015. Lecture Notes in Computer Science(), vol 9120. Springer, Cham. https://doi.org/10.1007/978-3-319-19369-4_32

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-19369-4_32

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-19368-7

  • Online ISBN: 978-3-319-19369-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics

Search

Navigation