Russian Federation
employee
Voronezh, Voronezh, Russian Federation
This paper presents a study of the applicability of the PERT method to the project management process of the microelectronics design center in comparison with the optimization mathematical model, which formed the basis of the software developed earlier. The study was based on corporate and cluster analyses of the projected results of project implementation by microelectronics design centers. The predicted values were obtained using a network model based on the PERT method and a mathematical model. To study the degree of similarity of the results of the network and mathematical models, we used a visualized proximity matrix constructed by the Ward method based on the criteria of the square of the Euclidean distance. The results are graphically represented by a similarity dendrogram. The paper illustrates the obtained dependencies of the implementation time on the totality of the number of simultaneously executed projects, the number of works and performers. The conducted studies have shown a significant correlation between the projected time of project implementation through network and mathematical models. That is, there is a direct relationship between the calculated time of implementation of mathematical and network model projects. Comparative analysis has shown that from the point of view of the minimum project execution time, the forecast of the PERT method network model is more flexible and relevant for managing small groups of projects.
PERT, network model, mathematical model, software, cluster analysis
1. Zhang, M.T. Cycle time reduction through preventive maintenance de-clustering / M.T. Zhang, P.H. Tag // IEEE International Symposium on Semiconductor Manufacturing. - 2006. - № 10. – Pp. 70-73. - DOI: 10.1109/ISSM.2006.4493025.
2. Koziel, S. Rapid yield estimation and optimization of microwave structures exploiting feature-based statistical analysis / S. Koziel, J.W. Bandler // IEEE Transactions on Microwave Theory and Techniques. – 2015. - № 63(1). - Pp. 107–114. – DOI: 10.1109/TMTT.2014.2373365.
3. Microelectronics devices optimal design methodology with regard to technological and operation factors / S. Meshkov, M. Makeev, V. Shashurin [et al.] // International Scientific Conference Energy Management of Municipal Facilities and Sustainable Energy Technologies EMMFT 2018. – 2020. - Pp. 517–523. – DOI: 10.1007/978-3-030-19756-8_49.
4. Novikova, T.P. Razrabotka i issledovanie bazovoy modeli PERT dlya planirovaniya rabot po proektu / T.P. Novikova, S.A. Evdokimova, A.I. Novikov // Modelirovanie sistem i processov. – 2021. - T. 14, № 4. – S. 75-81. – DOI: 10.12737/2219-0767-2021-14-4-75-81.
5. Schmitz, J. Introduction – future visions and current concerns / J. Schmitz // Future Fab Intl. – 2005. -Vol 19(6). – Pp. 295-308.
6. Novikova, T.P. Sistema upravleniya proektami dizayn-centra mikroelektroniki : monografiya / T.P. Novikova. – Voronezh, 2014. – 135 s.
7. Novikova, T.P. K voprosu vybora metodov prinyatiya upravlencheskih resheniy v social'no-ekonomicheskih sistemah / T.P. Novikova // Al'ternativnye istochniki energii v transportno-tehnologicheskom komplekse: problemy i perspektivy racional'nogo ispol'zovaniya. – 2015. – T. 2, № 1 (2). – S. 286-289. – DOI: 10.12737/14053.
8. Novikova, T.P. Production of complex knowledge-based systems: optimal distribution of labor resources management in the globalization context / T.P. Novikova, A.I. Novikov // Globalization and Its Socio-Economic Consequences. – Rajecke Teplice, Slovakia: University of Zilina, 2018. – C. 2275–2281.
9. Opredelenie meropriyatiy po programme obespecheniya kachestva rabot proektirovaniya i seriynogo proizvodstva mikroshem i ocenki ih effektivnosti na primere SBIS 1867VN016 / K.V. Zol'nikov, A.S. Yagodkin, S.A. Evdokimova, T.V. Skvorcova // Modelirovanie sistem i processov. – 2020. – T. 13, № 1. – S. 46-53. – DOI: 10.12737/2219-0767-2020-13-1-46-53.
10. Razrabotka proektnoy sredy i ocenka tehnologichnosti proizvodstva mikroshemy s uchetom stoykosti k special'nym faktoram na primere SBIS 1867C6F / V.A. Sklyar, V.A. Smerek, K.V. Zol'nikov [i dr.] // Modelirovanie sistem i processov. – 2020. – T. 13, № 1. – S. 77-82. - DOI: 10.12737/2219-0767-2020-13-1-77-82.
11. Osobennosti tehnologicheskogo processa izgotovleniya mikroshem kosmicheskogo naznacheniya po tehnologii KMOP KNS / V.K. Zol'nikov, S.A. Evdokimova, I.V. Zhuravleva [i dr.] // Modelirovanie sistem i processov. – 2020. – T. 13, № 3. – S. 53-58. – DOI: 10.12737/2219-0767-2020-13-3-53-58.
12. Bianco, L. A Theoretical Comparison of a Recent RCPSP / L. Bianco, M.A. Caramia // Formulation with the Main Linear Programming Based Approaches. – 2017. – Vol. 51(3). – Pp. 519-532.
13. Sokolov, S.V. An approach to optimal synthesis in a conflict problem / S.V. Sokolov, I.V. Shcherban // Journal of Computer and Systems Sciences International. – 2003. – T. 42, № 5. – S. 692-697.
14. Sokolov, S.V. Suboptimal'noe stohasticheskoe upravlenie v differencial'noy igre / S.V. Sokolov // Problemy upravleniya i informatiki. – 2002. – № 2. – S. 34-44.
15. Sokolov S.V. Reshenie zadachi nelineynoy parametricheskoy identifikacii stohasticheskih ob'ektov s ispol'zovaniem kriteriya minimuma veroyatnosti oshibki ocenivaniya / Sokolov S.V., Kucherenko P.A.// Izvestiya vysshih uchebnyh zavedeniy. Priborostroenie. – 2009. – T. 52, № 3. – S. 5-12.
16. Belyaeva, T.P. Integrirovannaya sreda upravleniya proizvodstvennymi processami na osnove IPI-tehnologiy / T.P. Belyaeva // Modelirovanie sistem i processov. – 2010. – № 1-2. – S. 18-23.
17. Belyaeva, T.P. Upravlenie predpriyatiem na osnove sovremennyh IPI-tehnologiy / T.P. Belyaeva // Modelirovanie sistem i processov. – 2010. – № 1-2. – S. 13-18.
18. Novikova, T.P. Management specificity of the labour resources for example design-center projects / T.P. Novikova, A.I. Novikov // Ekonomicko-Manažérske Spektrum. – 2018. – T. 12, № 2. – S. 37-45.
19. Belyaeva, T.P. Upravlenie predpriyatiyami mikroelektroniki: sostoyanie i zadachi razvitiya / T.P. Belyaeva, D.I. Stanchev // Informacionnye tehnologii modelirovaniya i upravleniya. – 2011. – № 3 (68). – S. 333-340.
20. Velichko, S.V. Principy koordinacionnogo upravleniya v informacionnoy sisteme upravleniya predpriyatiyami elektronnoy promyshlennosti / S.V. Velichko, P.P. Kuc'ko // Privodnaya tehnika. – 2007. – № 1. –S. 35-39.
21. Avtomatizaciya upravleniya i proektirovaniya v elektronnoy promyshlennosti : monografiya / Yu.K. Fortinskiy, V.E. Mezhov, V.K. Zol'nikov, P.P. Kuc'ko // Voronezh, 2008. – 275 s.
22. Fortinskiy, Yu.K. Modelirovanie zadach upravleniya predpriyatiyami elektronnoy promyshlennosti / Yu.K. Fortinskiy // Avtomatizaciya i sovremennye tehnologii. – 2011. – № 2. – S. 41-44.
23. Car'kov, I.N. Matematicheskie modeli upravleniya proektami : uchebnik / I.N. Car'ko. – M. : INFRA-M, 2019. – 514 s.
24. Evdokimova S.A. Vybor metodologii modelirovaniya predmetnoy oblasti pri proektirovanii informacionnoy sistemy / S.A. Evdokimova // Modelirovanie sistem i processov. – 2015. – T. 8, № 3. – S. 18-22. – DOI: 10.12737/17161.
25. Konstantinos A.C. Papadopoulos Approaching activity duration in PERT by means of fuzzy sets theory and statistics / A.C. Konstantinos, K. Basil // Journal of Intelligent & Fuzzy Systems. – 2014. – Vol. 26. - Pp. 577-587. – DOI: 10.3233/IFS-120751.
26. Safonova, Yu.A. Optimizaciya upravleniya kachestvom proizvodstvennyh processov na osnove veroyatnostnogo podhoda pri vzaimozavisimosti stadiy proizvodstva / Yu.A. Safonova, O.V. Avseeva, L.A. Korobova // Ekonomika i menedzhment sistem upravleniya. – 2015. – № 1-3 (15). –S. 369-379.
27. Algoritm resheniya mnogokriterial'noy zadachi o naznacheniyah na setyah / Yu.V. Bugaev, O.V. Avseeva, L.A. Korobova, I.Yu. Shurupova // Vestnik Voronezhskogo gosudarstvennogo universiteta inzhenernyh tehnologiy. – 2017. – T. 79, № 4 (74). – S. 71-74. - DOI: 10.20914/2310-1202-2017-4-71-74.
28. Algoritm resheniya zadachi ob upravlenii proektami / L.A. Korobova, Yu.V. Bugaev, O.V. Avseeva, A.A. Al'kafara // Nauka segodnya: fakty, tendencii, prognozy : materialy mezhdunarodnoy nauchno-prakticheskoy konferencii. – Voronezh, 2018. - S. 17-20.
29. Burkov, V.N. Zadachi operativnogo upravleniya proektami / V.N. Burkov, I.V. Burkova, B.K. Uandykov // Vestnik Yuzhno-Ural'skogo gosudarstvennogo universiteta. Seriya: Komp'yuternye tehnologii, upravlenie, radioelektronika. –2015. – T. 15, № 4. – S. 129-137. – DOI: 10.14529/ctcr150415.
30. Incentive systems in project management / S.A. Barkalov, V.N. Burkov, N.Yu. Kalinina, T.V. Nasonova // Bulletin of the South Ural State University. Series: Computer Technologies, Automatic Control, Radio Electronics. – 2018. – T. 18, № 4. – Rp. 152-159. – DOI: 10.14529/ctcr180415.
31. Upravlenie proektami / A.A. Andreev, V.N. Burkov, V.I. Voropaev [i dr.] // Moskva, 2014. – 259 s.
32. The mechanisms of initiative projects stimulating / S.A. Barkalov, V.N. Burkov, A.M. Chodunov [i dr.] // Journal of Physics: Conference Series. Krasnoyarsk, Russian Federation, 2020. - R. 42015. - DOI: 10.1088/1742-6596/1679/4/042015.
33. Kotenko, V.P. Komparativistika - novoe napravlenie metodologii analiza nauchnoy deyatel'nosti i razvitiya nauki / V.P. Kotenko // Bibliosfera. – 2007. - № 3.- S. 21-27.
