Key factors of development of the industrial enterprises in the conditions of the industry 4.0

he digital economy actively develops in Russia: according to the report of World Economic Forum, on indicators of availability, use and influence of appropriate technologies on economy and the public relations our country treats 30% of the most advanced countries. The programs of digital economy adopted in the different countries put one of key indicators digitalization of traditional branches. If to speak about manufacturing sectors, then their digitalization is defined substantially by the industrial Internet and depth of his use. Many players – both the industrial companies, and telecommunication are interested in development and introduction of these technologies, and suppliers of the equipment, are created special associations and associations. The purpose of this article is the description of models and algorithms of processes of digitalization of key information (intra-corporate and external) activity of the industrial enterprise; development of methods, technologies and analysis algorithms of «big data» on the basis of technology of the industry 4.0 for management of the industrial enterprises for development of their business. As the frontier of organizational development of processes of digital transformation the organization of the laboratory allowing to carry out the analysis, assessment and engineering of the existing processes at the industrial enterprises from positions of digitalization, productivity, design orientation and efficiency is considered. The analysis of international and Russian experience of creation of similar laboratories within a national innovative digital ecosystem is carried out. The digital laboratory helps to accelerate process of creation of new innovative products and services for growth of business and the successful competition on Russian and the world markets: possibly not only to present, but also to simulate the future of business in 10–20 years: to create prototypes of digital products, to test them, to check as they will work in the future and if necessary to finish.

1. Zaytsev Yu. Factory of the future creation: from idea to creation of digital product for 4 weeks. Availlable at: http://services.softline.ru/uploads/booklet_files/file s/31853b5d5a8d5a9ca035256eefafbb5e85ffd310.pdf (accessed: 04.02.2018). (In Russ.)

2. Berger R. The digital transformation of industry. Study commissioned by the Federation of German Industries (BDI), Munich. Available at: http://www.rolandberger.com/publications/publication_pdf/roland_berger_digital_transformation_of_industry_20150315. pdf (accessed: 22.04.2018).

3. Kollmann T., Schmidt H. Deutschland 4.0: Wie die digitale Transformation gelingt. Springer Gabler, 2016. Available at: https://link.springer.com/content/pdf/bfm%3A978-3-658-13145-6%2F1.pdf (accessed: 22.04.2018).

4. Schweer D., Sahl J.C. The Digital Trans forma tion of Industry – The Benefit for Germany. The Drivers of Digital Transformation. 2017. Pp. 23–31. DOI: 10.1007/978-3-319-31824-0_3

5. Matt C., Hess T., Benlian A. Digital transformation strategies. Business & Information Systems Engineering. 2015. Vol. 57. No. 5. Pp. 339–343. DOI: 10.1007/s12599015-0401-5

6. Hess T., Matt C., Wiesbock F.. Options for Formulating a Digital Transformation Strategy. MIS Quarterly Executive. 2016. Vol. 15. No. 2. Available at: http://www.misqe.org/ojs2/execsummaries/MISQE_V15I2_Hessetal_Web.pdf (accessed: 21.04.2018).

7. Karapetyants I., Kostuhin Y., Tolstykh T., Shkarupeta E., Krasnikova A. Establishment of Research Competencies in the Context of Russian Digitalization. Proceedings of the 30th International Business Information Management Association Conference (IBIMA). Madrid, 2017. Available at: http://ibima.org/accepted-paper/establishment-research-competencies-contextrussian-digitalization/ (accessed: 22.04.2018).

8. Karapetyants I., Kostuhin Y., Tolstykh T., Shkarupeta E., Syshsikova E. Transformation of logistical processes in digital economy. Proceedings of the 30th International Business Information Management Association Conference (IBIMA). Madrid, 2017. Available at: http://ibima.org/accepted-paper/transformation-logisticalprocesses-digital-economy/ (accessed: 22.04.2018).

9. Madsen O., Møller C. The AAU Smart Produc tion Laboratory for Teaching and Research in Emerging Digital Manufacturing Technologies. Procedia Manufacturing. 2017. Vol. 9. Pp. 106–112. DOI: 10.1016/j.promfg.2017.04.036

10. Amann P., James J.I. Designing robustness and resilience in digital investigation laboratories. Digital Investigation. 2015. Vol. 12. No. 1. Pp. S111–S120. DOI: 10.1016/j.diin.2015.01.015

11. Horsman G. Framework for Reliable Experimental Design (FRED): A research framework to ensure the dependable interpretation of digital data for digital forensics. Computers & Security. 2018. Vol. 73. Pp. 294–306. DOI: 10.1016/j.cose.2017.11.009

12. Prokop C.J., Liddick S.N., Larson N.R., Suchyta S., Tompkins J.R. Optimization of the National Superconducting Cyclotron Laboratory Digital Data Acquisition System for use with fast scintillator detectors. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment. 2015. Vol. 792. Pp. 81–88. DOI: 10.1016/j.nima.2015.04.052

13. Petrescu I., Păvăloiu I.-B., Drăgoi G. Digital Logic Introduction Using FPGAs. Procedia-Social and Behavioral Sciences. 2015. Vol. 180. Pp. 1507–1513. DOI: 10.1016/j.sbspro.2015.02.299

14. Solari M., Vegas S., Juristo N. Content and structure of laboratory packages for software engineering experiments. Information and Software Technology. 2018. Vol. 97. Pp. 64–79. DOI: 10.1016/j.infsof.2017.12.016

15. Pacheco E., Lips M., Yoong P. Transition 2.0: Digital technologies, higher education, and vision impairment. The Internet and Higher Education. 2018. Vol. 37. Pp. 1–10. DOI: 10.1016/j.iheduc.2017.11.001

16. West T.D., Blackburn M. Is Digital Thread/Digital Twin Affordable? A Systemic Assessment of the Cost of DoD’s Latest Manhattan Project. Procedia Computer Science. 2017. Vol. 114. Pp. 47–56. DOI: 10.1016/j.procs.2017.09.003

17. Finogeev A.G., Parygin D.S., Finogeev A.A. The convergence computing model for big sensor data mining and knowledge discovery. Human-centric Computing and Information Sciences. 2017. Vol. 7-11. DOI: 10.1186/s13673-017-0092-7

18. Parygin D., Nikitsky N., Kamaev V., Matokhina A., Finogeev A., Finogeev A. Multi-agent approach to distributed processing big sensor data based on fog computing model for the monitoring of the urban infrastructure systems. Proceedings of the 5th International Conference on System Modeling and Advancement in Research Trends. (SMART). Moradabad (India): IEEE, 2016. DOI: 10.1109/sysmart.2016.7894540

19. Malinetskii G.G., Manenkov S.K., Mitin N.A., Shishov V.V. A cognitive challenge and information technologies. Herald of the Russian Academy of Sciences. 2011. DOI: 10.1134/s1019331611040034

20. Kurakin P., Malinetskii G., Bloom H. Dialogue model of quantum dynamics. Proceedings of SPIE. The International Society for Optical Engineering. 2006. DOI: 10.1117/12.683120

21. Shmid A.V. Novye metody raboty s bol’shimi dannymi: pobednye strategii upravleniya v biznes-analitike [New methods of working with large data: winning management strategies in business analytics]. Moscow: Pal’mir, 2016. 528 p. (In Russ.)

22. Vertakova Yu.V., Tolstyh T.O., Shkarupeta E.V., Dmitrieva V.V. Transformaciya upravlencheskih sistem pod vozdejstviem cifrovizacii ehkonomiki [Transformation of management systems under the impact of digitalization of the economy]. Kursk: Yugo-Zapadnii Gosudarstvennii Universitet, 2017. 147 p. (In Russ.)

23. Tolstyh T.O., Shkarupeta E.V., Tolstyh D.V. Transformaciya upravlencheskih podhodov v cifrovoj ehkonomike [Transformation of management approaches in the digital economy]. Aktual’nye problemy razvitiya hozyajstvuyushchih sub»ektov, territorij i sistem regional’nogo i municipal’nogo upravleniya. Materialy XII mezhdunarodnoj nauchno-prakticheskoj konferencii. Voronezh: Voronezhskii Gosudarstvennii Pedagogicheskii Universitet, 2017. Pp. 109–114. (In Russ.)

24. Tolstyh T.O., Shkarupeta E.V., Shishkin I.A. Transformaciya promyshlennosti v usloviyah cifrovizacii ehkonomiki [Transformation of the industry in the conditions of digitalization of the economy]. Aktual’nye problemy razvitiya hozyajstvuyushchih sub»ektov, territorij i sistem regional’nogo i municipal’nogo upravleniya materialy XII mezhdunarodnoj nauchno-prakticheskoj konferencii. Voronezh: Voronezhskii Gosudarstvennii Pedagogicheskii Universitet, 2017. Pp. 114–122. (In Russ.)

25. Vasin S.M., Gamidullaeva L.A. Conceptual issues of innovation system management. Russian Journal of Management. 2015. Vol. 3. No. 4. Pp. 342–351. (In Russ.). DOI: 10.12737/13092