ALGORITHM FOR OPTIMAL CONTROL THE DIGITAL TWIN OF THE ENTERPRISE
Abstract
The volume of processed information increases when analyzing and control the activities of an enterprise as a system. The amount of processed information directly depends on the dimension of this system. In the work, the activity of the enterprise is formalized as a digital twin of the enterprise. The digital twin of the enterprise is analyzed as a dynamic system. The enterprise was identified as a dynamic system. The digital twin of the enterprise is formalized as V. Leontiev's balance model. An algorithm for optimal control of the digital twin of the enterprise has been created. The following functions are considered as parameters of optimal control: the trajectory of the system, the execution time of the algorithm and the indicator of the state of the system. In the algorithm for enterprise control, the following methods were used: Bloom's taxonomy, the competence of graduates in the SFU specialties and the National Qualifications Framework of the Russian Federation. The identification of the enterprise processes is carried out by the method for which the patent has been obtained. The algorithm is implemented in the author's software package for analyzing a system with a dimension of 1.2 million values. The study showed significant changes in the values of the optimal control functions characterizing the states of a dynamic object, depending on the selected techniques. Calculations have shown how the choice of control method affects the optimality of decisions. The state of the enterprise is displayed through the competencies of the personnel: psychomotor, cognitive and affective. It was found that with low cognitive and affective abilities of the staff, psychomotor activity begins to prevail, which leads to little result. With the growth of the cognitive abilities of thepersonnel, psychomotor activity becomes more adequate to the internal tasks and the influence of the parameters of the external environment. An integral indicator was used to assess the implementation of methods in enterprise control. The estimation of the optimality of the solution for control the digital twin of the enterprise as a dynamic system is carried out.
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Doi: ttps://doi.org/10.18698/0236-3933-2021-2-66-82.
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for the integrated assessment of managerial decisions in production systems using correlation
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Krasnoyarsk: SFU, 2011, 214 p.
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Function, Proceedings - 2020 International Russian Automation Conference, RusAutoCon
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pozharnaya bezopasnost') metodom integral'nykh pokazateley [Algorithm for assessing the
state of the system (sanctions, HR, TQM, PMBOK, Covid-19, fire safety) by the method of integrated
indicators], Vestnik Astrakhanskogo gosudarstvennogo tekhnicheskogo universiteta.
Seriya: Upravlenie, vychislitel'naya tekhnika i informatika [Vestnik of Astrakhan State Technical
University. Series: Management, Computer Science and Informatics], 2021, No. 1, pp.
36-48. Doi 10.24143/2072-9502-2021-1-36-48.
27. Doran G.T. There’s a S.M.A.R.T. way to write management’s goals and objectives, Management
Review. СФУ 1981. СФУ Vol. 70. СФУ Is. 11 (AMA Forum). СФУ P. 35, 36.
28. Chandler A.D. Strategy and Structure: A Chapter in the History of Industrial Enterprises.
Cambridge, Mass, MIT Press, 1962, 463 p.
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security risk management”.
30. Forsberg K. and Mooz H. The Relationship of Systems Engineering to the Project Cycle, The
12th INTERNET World Congress on Project Management, Center for Systems Management
Oslo, Norway, 1994, 12 p.
31. "HERMES". Federal IT Steering Unit FITSU. Swiss Government. Retrieved 13 May 2016.
32. VZPM Verein zur Zertifizierung von Projektmanagern der SPM Gesellschaft fur Projektman
agement and der SGO Gesellschaft fur Organisation: Beurteilungsstruktur, Begleitmaterial zur
Zertifizierung von Projektmanagern, Switzerland, Ausgabe 1996, Version 1.00 vom
30.11.1996.
33. Ebel N. PRINCE 2:2009 TM – fur Projekt management mit Methode. Munchen, Addison-
Wesley Verlag, 2011, 568 p.
34. DIN 69901-1 Projektmanagement – Projektmanagementsysteme Teil1: Grundlagen. Berlin:
Normenausschuss Qualitätsmanagament, Statistik und Zerttifizieungsgrundlagen (NQSZ) im
DIN, 2009, 30 р.
35. ISO Guide 73:2002. Risk management - Vocabulary - Guidelines for use in standards.
36. ISO/IEC 13335-1:2004. Information technology – Security techniques – Management of information and
communications technology security – Part 1: Concepts and models for information and communications
technology security management.
37. GOST 1.2–2015 «Mezhgosudarstvennaya sistema standartizatsii. Standarty
mezhgosudarstvennye, pravila i rekomendatsii po mezhgosudarstvennoy standartizatsii. Pravila
razrabotki, prinyatiya, obnovleniya i otmeny» [GOST 1.2–2015 «Mezhgosudarstvennaya sistema
standartizacii. Standarty mezhgosudarstvennye, pravila i rekomendacii po mezhgosudarstvennoj
standartizacii. Pravila razrabotki, prinyatiya, obnovleniya i otmeny»].
38. Seyfi T.F. Slagaemye vysokogo kachestva [High quality components]. Gor'kiy: Volgo-
Vyatskoe izd-vo, 1960.
39. Seyfi T.F., Bakaev V.I., Skvortsov T.P. Proizvodstvennye osnovy nadezhnosti [Manufacturing
fundamentals of reliability]. Moscow: Izd-vo standartov, 1966.
40. CAN/CSA-ISO 10006-98 Quality management - Guidelines to quality in project management.
National Standard of Canada. Available at: https://www.scc.ca/en/standardsdb/standards/7041.
41. Australian Institute for Project Management. National Competence Standard for Project Management
– Guidelines. Australian Institute for Project Management. 1996. Australia.
42. Chung К., Lee H.C., Jung К.H. Korean Management: Global Strategy and Cultural Transformation.
Berlin and New York: Walter de Gruyter, 1997.
43. Guidebook of Project & Program Management for Enterprise Innovation (P2M), 2005.
Available at: http://www.pmaj.or.jp/ENG/.
44. Adizes I. Upravlenie zhiznennym tsiklom korporatsii = Managing Corporate Lifecycles [Managing
Corporate Lifecycles]. Saint Petersburg: Piter, 2007, 384 p. (Teoriya menedzhmenta).
ISBN 978-5-469-01523-9.
45. Webb J.F. Space Age Management. NY.: McGraw-Hill Book Company, 1969.
46. Kvalifikatsionnyy spravochnik dolzhnostey rukovoditeley, spetsialistov i drugikh
sluzhashchikh utverzhden postanovleniem Mintruda Rossii ot 21 avgusta 1998 g. № 37 [The
qualification reference book of the positions of managers, specialists and other employees was
approved by the decree of the Ministry of Labor of Russia dated August 21, 1998 No. 37].
47. Prikaz Ministerstva obrazovaniya i nauki RF ot 12 sentyabrya 2013 g. N 1061 "Ob
utverzhdenii perechney spetsial'nostey i napravleniy podgotovki vysshego obrazovaniya"
(s izmeneniyami i dopolneniyami) [Order of the Ministry of Education and Science of the Russian
Federation of September 12, 2013 N 1061 "On approval of the lists of specialties and areas
of training for higher education" (with amendments and additions)].
48. Sovet Evropy: Simpozium po teme «Klyuchevye kompetentsii dlya Evropy» [Council of Europe:
Symposium on Key Competencies for Europe]: Dok. DECS / SC / Sec. (96) 43. Bern, 1996.
49. Shared ‘Dublin’ descriptors for Short Cycle, First Cycle, Second Cycle and Third Cycle
Awards. A report from a Joint Quality Initiative informal group (contributors to the document
are provided in the Annex). 18 October2004. Available at: http://www.nvao.net/page/ downloads/
Dublin_Descriptors.pdf.
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Published:
2021-08-11
Issue:
Section:
SECTION I. INFORMATION PROCESSING ALGORITHMS
