Development of the temporal knowledge representation model for computer support of consumer goodd production processes at multi-nomenclature machine-building enterprise

Authors

DOI:

https://doi.org/10.15587/2312-8372.2017.113251

Keywords:

machine building enterprise, consumer goods, decision support system, knowledge model, temporal logic.

Abstract

The object of research is the processes associated with the organization of the production of consumer goods (CG) at the multi-nomenclature machine-building enterprise (MME). These processes are considered in the aspect of automating the production of consumer goods by creating a special model of knowledge about the current state of production processes. One of the most problematic issues is the complex automation of combined processes for the production of basic products and CGs at MMEs. The solution of this question required the improvement of the formal apparatus for modeling time dependencies. In the course of the research, discrete mathematics methods, in particular set theory and mathematical logic, are used, as well as tools that are known in knowledge engineering, in particular production systems.

A temporal model of knowledge and technology is combined with the knowledge base of the decision support system. The peculiarity of this model is the possibility of adequate reflection of asynchrony and parallelism, which is inherent in the processes of CGs production at MMEs. The overall effect of the implementation of the developed model of knowledge will be achieved by reducing the incidence of disruptions in the production program, preserving the professional knowledge of experienced MME specialists in the production of consumer goods. In addition, the use of the temporal knowledge model as part of the intellectual core of the decision support system will ensure the reduction of the MME costs in the organization of production of consumer goods.

Author Biographies

Olena Demyanenko, Zhukovsky National Aerospace University «Kharkiv Aviation Institute», 17, Chkalova str., Kharkiv, Ukraine, 61070

PhD, Associate Professor

Department of Finance

Vladyslav Demyanenko, Zhukovsky National Aerospace University «Kharkiv Aviation Institute», 17, Chkalova str., Kharkiv, Ukraine, 61070

Senior Lecturer

Department of Engineering and Software

References

  1. Gavva, V. N. (2004). Otsenka potentsiala predpriiatiia i otrasli. Kharkiv: NAU «KhAI», 287.
  2. Matyushenko, I. Yu. (2015). Comprehensive modernization as a prerequisite economic recovery in Ukraine. Processing of Conference «Institutional framework for the functioning of the economy in the context of transformation», Canada, Montreal, 25–31 May 2015. Publishing house «BREEZE», 23–28.
  3. The OECD Innovation Strategy. Getting a Head Start on Tomorrow. (2010). Paris: OECD, 226.
  4. Winiewski, M. (1997). Quantitative Methods for Decision Makers. London: Pitman Publ., 576.
  5. Allen, J. F., Ferguson, G. (1994). Actions and Events in Interval Temporal Logic. Journal of Logic and Computation, 4 (5), 531–579. doi:10.1093/logcom/4.5.531
  6. Vila, L. (1994). A survey on temporal reasoning in artificial intelligence. Al Communications, 7 (1), 4–28.
  7. Vila, L., Yoshino, H. (2005). Time in Automated Legal Reasoning. Foundations of Artificial Intelligence. Elsevier, 537–557. doi:10.1016/s1574-6526(05)80019-7
  8. Jixin, M., Knight, B. (1994). A General Temporal Theory. The Computer Journal, 37 (2), 114–123. doi:10.1093/comjnl/37.2.114
  9. Knight, В., Ma, J., Peng, T.; In: Adey, R., Rzevski, G., Teti, R. (1997). A discrete formalism for reasoning about action and change. Applications of Artificial Intelligence in Engineering XII (AIENG97) «Computational Mechanics Publications», 31–35.
  10. Demyanenko, V. А. (2013). Metod znanie-orientirovannoi podderzhki priniatiia reshenii pri tehnologicheskoi podgotovke proizvodstva tovarov narodnogo potrebleniia na mashinostroitel'nom predpriiatii. Aviatsionno-kosmicheskaia tehnika i tehnologiia, 7 (104), 232–237.
  11. Demyanenko, V. A. (2013). Informatsionnaia podderzhka proizvodstva tovarov narodnogo potrebleniia na mnogonomenklaturnom mashinostroitel'nom predpriiatii. Aviatsionno-kosmicheskaia tehnika i tehnologiia, 8 (105), 287–292.

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Published

2017-09-21

How to Cite

Demyanenko, O., & Demyanenko, V. (2017). Development of the temporal knowledge representation model for computer support of consumer goodd production processes at multi-nomenclature machine-building enterprise. Technology Audit and Production Reserves, 5(4(37), 57–63. https://doi.org/10.15587/2312-8372.2017.113251

Issue

Section

Economic Cybernetics: Original Research