•  
  •  
 

Chemical Technology, Control and Management

Abstract

The objective of the paper consists in considering the challenges of new automation paradigm Industry 4.0 and reviewing the-state-of-the-art in the field of its enabling information and communication technologies, including Cyberphysical Systems, Cloud Computing, Internet of Things and Big Data. Some ways of multi-dimensional, multi-faceted industrial Big Data representation and analysis are suggested. The fundamentals of Big Data processing with using Granular Computing techniques have been developed. The problem of constructing special cognitive tools to build artificial understanding agents for Integrated Intelligent Enterprises has been faced.

First Page

62

Last Page

75

DOI

https://doi.org/10.34920/2018.6.62-75

References

1. V.F.Gornev, V.B.Tarasov, “O proektakh i meropriyatiyakh po mezhdunarodnoj programme IMS” [About projects and events under the international IMS program], Аvtomatizatsiya proektirovaniya, no. 2, pp. 42-46, 1999 (in Russian).

2. R.H.Brown, H.Syntera, Global Manufacturing in the 21st Centrury, Final Report, IMS, 1999.

3. S.L.Goldman, R.N.Nagel, K.Preiss, Agile Competitors and Virtual Organizations: Strategies for Enriching the Customer, –New York: Van Nostrand Reinhold, 1995.

4. V.B.Tarasov, “Аgentno-orientirovannyj podkhod k formirovaniyu intellektual'nykh i virtual'nykh predpriyatij” [Agent-based approach to the formation of intelligent and virtual enterprises], Reinzhiniring biznes-protsessov na osnove sovremennykh informatsionnykh tekhnologij. Sistemy upravleniya znaniyami. Sbornik nauchnykh trudov mezhdunarodnoj nauchno-prakticheskoj konferentsii, 2005, pp. 37-44, (in Russian).

5. TOVE Ontology Project 2010. http://www.eil.utoronto.ca/enterprise-molelling.

6. W.Pedrycz, “Computational Intelligence: The Introduction”, Boca Raton: CRC Press, 1997.

7. V.E.Karpov, V.B.Tarassov, “Synergetic Artificial Intelligence and Social Robotics”, Proceedings of the 2nd International Scientific Conference on Intelligent Information Technologies for Industry, Ed. By A.Abraham, S.Kovalev, V.Tarassov et al. Advances in Intelligent Systems and Computing, vol. 679, Cham, Switzerland: Springer International Publishing, 2018, pp. 3-15 (IITI’17, Varna, September 14-16, 2017).

8. H.Kagermann, J.Helbig, A.Hellinger, W.Wahlster, “Recommendations for Implementing the Strategic Initiative Industrie 4.0: Securing the Future of German Manufacturing Industry”, Final Report of the Industrie 4.0 Working Group, 2013.

9. K.Schwab, “The Fourth Industrial Revolution”, Geneva: World Economic Forum, 2016.

10. 2016 Global Industry 4.0 Survey. Building the Digital Enterprise. London: PwC, 2016.

11. C.Baur, D.Wee, “Manufacturing’s Next Act”, McKinsey & Company, June, 2015.

12. S.C.Suh, U.J.Tanik, J.N.Carbone, A.E.Eroglu, “Applied Cyber-Physical Systems”, Heidelberg: Springer-Verlag, 2014.

13. Ph.Gerbert, M.Lorenz, M.Rusmann et al., “Industry 4.0: The Future of Productivity and Growth in Manufacturing Industries”, BCG, April, 2015.

14. J.L.G.Dietz, et al., “Enterprise Engineering Manifesto”, Adavances in Enterprise Engineering I. Lecture Notes in Business Information Processing, vol. 10, Heidelberg: Springer Verlag, 2011.

15. See also: www. ciaonetwork.org.

16. YU.F.Tel'nov, “Inzhiniring predpriyatij na osnove intellektual'nykh tekhnologij” [Engineering of enterprises based on intelligent technologies], Informatsionno-izmeritel'nye i upravlya-yushhie sistemy, no. 11, vol. 2, pp. 55-60, 2013 (in Russian).

17. H.Sundmaeker, P.Guillemin, P.Friess, S.Woelffle (Eds.), Vision and Challenges for Realizing the Internet of Things. Luxembourg: EU, CERP IoT, 2010.

18. K. Ashton, “That Internet of Things”, RFID Journal, 22 June, 2009.

19. Gartner, Internet of Things, http://www. gartner.com/it-glossary/internet-of-things/IDC, IDC Market in a Minute: Internet of Things http://www.ids/com/downloads/idc_market.

20. P.Mell, T.Grance, The NIST Definition of Cloud Computing. Gaithersburg: National Institute of Standards and Technology, 2011.

21. N.K.Sehgal, P.Ch.Bhatt, Cloud Computing: Concepts and Practices. Heidelberg: Springer-Verlag, 2018.

22. B.Rodic, “Industry 4.0 and the New Simulation Modeling Paradigm”, Organizacija, vol. 50, no. 3, pp.193-207, 2017.

23. G.B.Evgenev, “Metody programmirovaniya kombinirovannoj additivno-subtraktivnoj obrabotki” [Programming methods for combined additive-subtractive processing], Izvestiya vysshikh uchebnykh zavedenij, no. 4, pp. 47-56, 2017 (in Russian).

24. J.Faneuff, Designing for Collaborative Robotics. Sebastopol Ca: O’Reilly, 2017.

25. H.Wang, Z.Xu, W.Pedrycz, “An Overview on the Role of Fuzzy Set Techniques in Big Data Processing: Trends, Challenges and Opportunities”, Knowledge-Based Systems, pp. 1-16, 2016.

26. H.J.Miller, P.Mork, “From Data to Decisions: a Value Chain for Big Data”, IT Prof., – vol. 15, pp. 57-59, 2013.

27. A.Artiba, V.V.Emelyanov, S.I.Iassinovski, Introduction to Intelligent Simulation: The RAO Language. Dordrecht: Kluwer Academic Publishers, 1998.

28. H.Muller, “The Rise of Intelligent Cyberphysical Systems”, Computer. vol. 50, no. 12, pp. 7-9, 2017.

29. R.A.Aliev, O.H.Huseynov, Decision Theory with Imperfect Information. Singapore: World Scientific Publishing Company, 2014.

30. N.R.YUsupbekov, R.А.Аliev, R.R.Аliev i dr., Intellektual'nye sistemy upravleniya i prinyatiya reshenij [Intelligent management and decision-making systems]. Tashkent: Uzbekiston millij ehntsiklopediyasi, 2014 (in Russian).

31. W.Pedrycz, Granular Computing: Analysis and Design of Intelligent Systems. Boca Raton: CRC Press, 2013.

32. V.B.Tarassov, M.N.Svyatkina, “Monitoring Railway Infrastructure Objects with Using Cognitive Measurements”, Proceedings of the VIII World Conference on Intelligent Systems for Industrial Automation – 2014, (WCIS-2014, Tashkent, Uzbekistan, November 25-27, 2014)/ N.R.Yusupbekov, R.A.Aliev, J.Kacprzyk, K.Bonfig (Eds.) Kaufering: b-Quadrat Verlag, 2014, pp. 194-204.

33. А.V.Fedotova, E.YU.Аnufrieva, V.V.Tabakov, “Sovremennye podkhody k upravleniyu bol'shimi dannymi v zhiznennom tsikle izdeliya” [Modern approaches to managing big data in the product lifecycle], Intellektual'nye sistemy i tekhnologii: sovremennoe sostoyanie i perspektivy–2017. Sbornik nauchnykh trudov IV-j mezhdunarodnoj letnej shkoly-seminara po iskusstvennomu intellektu dlya studentov, aspirantov, molodykh uchyonykh i spetsialistov, 2017, pp. 178-188, 2017 (in Russian).

34. R.Ackoff, “From Data to Wisdom”, Journal of Applied Systems Analysis. vol. 16, pp. 3-9, 1989

35. M.Zeleny, “Human Systems Management: Integrating Knowledge, Management and Systems”, World Scientific, pp. 15-16, 2005.

36. L.A.Zadeh, “Toward a Theory of Fuzzy Information Granulation and its Centrality in Human Reasoning and Fuzzy Logic”, Fuzzy Sets and Systems. vol. 90, pp. 111-127, 1997.

37. R.R.Yager, “Measures of Specificity”, Computational Intelligence, Soft Computing and Fuzzy-Neuro Integration with Applications, O.Kaynak, L.A.Zadeh, B.Turksen, I.J.Rudas (Eds.), Heidelberg: Springer-Verlag, pp. 94-113, 1998.

38. Guide to the Expression of Uncertainty in Measurement (GUM). Geneva: International Organization of Standardization, 1995.

39. N.R.Yusupbekov, H.Z.Igamberdiev, M.B.Bazarov, “The Interval Approach to Designing of Control Systems of Technological Processes”, Proceedings of the VIIth World Conference on Intelligent Systems for Industrial Automation, Tashkent, November, 2012. N.R.Yusupbekov, R.A.Aliev, K.Bonfig (Eds.), Kaufering:b-Quadrat Verlag, pp. 11-16, 2012.

40. A.S.Narin’yani, “Sub-Definiteness and Basic Means of Knowledge Representation”, Computers and Artificial Intelligence (Bratislava). vol. 2, no. 5, pp. 443-452, 1983.

41. Z.Pawlak, “Rough Sets”, International Journal of Computer and Information Sciences, –vol. 11, pp. 341-356, 1982.

42. L.Zadeh, “Fuzzy Sets”, Information and Control., vol. 8, pp. 338-353, 1965.

43. А.А.Ivin, Logika otsenok i norm. Filosofskie, metodologicheskie i prikladnye aspekty. Moskva: Prospekt, 2016.

Included in

Engineering Commons

Share

COinS
 
 

To view the content in your browser, please download Adobe Reader or, alternately,
you may Download the file to your hard drive.

NOTE: The latest versions of Adobe Reader do not support viewing PDF files within Firefox on Mac OS and if you are using a modern (Intel) Mac, there is no official plugin for viewing PDF files within the browser window.