ADVANCED DIGITAL TECHNOLOGIES: INTELLIGENT SYSTEMS, MODELING, AND DATA-DRIVEN CONTROL

Authors

Ph.D., V. Kashtan, Dnipro University of Technology; Dr.Scі., V. Hnatushenko, Dnipro University of Technology; Dr. Sci., M. Korablyov, Kharkiv National University of Radio Electronics; O. Tkachuk, Kharkiv National University of Radio Electronics; A. Levchuk, Kharkiv National University of Radio Electronics; Y. Yezhova, State Higher Education Establishment "Donetsk National Technical University"; Dr.Sci., Y. Bashkov, State Higher Education Establishment "Donetsk National Technical University"; Ph.D., M. Iavich, Caucasus University; Dr.Sci., R. Odarchenko, National University “Kyiv Aviation Institute”; Dr.Sci., S. Gnatyuk, National University “Kyiv Aviation Institute”; Dr.Sci., J. Boiko, Khmelnytskyi National University; Ph.D., I. Pyatin, Khmelnytskyi Polytechnic Professional College by Lviv Polytechnic National University; Dr.Sci., O. Zaritskyi, Taras Shevchenko National University of Kyiv; D. Ponzel, Taras Shevchenko National University of Kyiv; Dr.Sci., D. Zubov, University of Central Asia; Dr.Sci., A. Kupin, Kryvyi Rih National University; Ph.D., S. Goundar, University of Central Asia; Ph.D., M. Fayaz, University of Central Asia; Dr.Sci., V. Romanuke, Vinnytsia Institute of Trade and Economics of the State University of Trade and Economics; Dr.Sci., S. Merinova, Vinnytsia Institute of Trade and Economics of the State University of Trade and Economics; D. Shyrman, Kherson State University; Dr.Sci.,V. Peschanenko, Kherson State University; Ph.D., P. Radiuk, Khmelnytskyi National University; Dr.Sci., O. Barmak, Khmelnytskyi National University; Dr.Sci., Y. Krak, Taras Shevchenko National University of Kyiv; R. Melnyk, Lviv Polytechnic National University; Dr.Sci., O. Ivaniuk, Lviv Polytechnic National University; Dr.Sci., L. Akhmetshina, Oles Honchar Dnipro National University; Ph.D., A. Yegorov, Oles Honchar Dnipro National University; M. Pisotskyi, Lviv Polytechnic National University; Ph.D., A. Botchkaryov, Lviv Polytechnic National University; Dr.Sci., V. Hlukhov, Lviv Polytechnic National University; A. Tuzhykov, South Ukrainian National Pedagogical University named after K. D. Ushynsky; Dr.Sci., V. Soloviev, South Ukrainian National Pedagogical University named after K. D. Ushynsky; Dr.Sci., A. Kiv, South Ukrainian National Pedagogical University named after K. D. Ushynsky; A. Bielinskyi, Kyiv National Economic University named after Vadym Hetman; D. Kondrashov, Kryvyi Rih National University; Ph.D., I. Muzyka, Kryvyi Rih National University; Ph.D., O. Markova, Kryvyi Rih National University; Ph.D., Yu. Kumchenko, Kryvyi Rih National University; Dr.Sci., V. Sineglazov, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"; M. Savchenko, National Technical University of Ukraine "Igor Sikorsky Kyiv Polytechnic Institute"; Dr.Sci., B. Kovalskyi, Lviv Polytechnic National University; Ph.D., N. Zanko, Lviv Polytechnic National University; A. Zanko, Lviv Polytechnic National University; Ph.D., V. Bernatsek, Lviv Polytechnic National University; Ph.D., O. Laktionov, National University «Yuri Kondratyuk Poltava Polytechnic»; Ph.D., A. Yanko, National University «Yuri Kondratyuk Poltava Polytechnic»; Ph.D., S. Liubarskyi, Military Institute of Telecommunications and Informatization Technologies named after Heroes of Kruty; Ph.D., K. Khabarlak, Dnipro University of Technology; Ph.D., M. Tiahunova, National University Zaporizhzhia Polytechnic; Ph.D., H. Kyrychek, National University Zaporizhzhia Polytechnic; K. Filippenkov, National University Zaporizhzhia Polytechnic; Y. Vipshovskyi, Lviv Polytechnic National University; Ph.D., Y. Hrytsiuk, Lviv Polytechnic National University; Dr. Sci., V. Mykhailenko, National University "Odesa Maritime Academy"; Dr.Sci., S. Artemenko, Odessa National University of Technology; Ph.D., M. Iepik, Odesa I.I. Mechnikov National University; O. Zolotukhin, Odessa National Maritime University; R. Havduskyi, Lviv Polytechnic National University; Dr.Sci., L. Zhuravchak, Lviv Polytechnic National University; Ph.D., N. Shybaieva, Odesa Polytechnic National University; D. Shybaiev, “Server” College; Dr.Sci., S. Antoshchuk, Odesa Polytechnic National University; Ph.D., T. Kunup, Odesa Polytechnic National University; O. Kravchenko, Odesa Polytechnic National University; M. Podolinskyi, Odesа Polytechnic National University; Dr.Sci., V. Vychuzhanin, Odesа Polytechnic National University; Dr.Sci., O. Chumachenko, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”; R. Tsymbaliuk, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”; Ph.D., O. Potiienko, Odesа Polytechnic National University; Ph.D., S. Kosenko, Odesа Polytechnic National University; Ph.D., N. Bilous, Kharkiv National University of Radio Electronics; S. Kaluhin, Kharkiv National University of Radio Electronics; V. Ivanichev, Kharkiv National University of Radio Electronics; Dr.Sci., I. Korobiichuk, Warsaw University of Technology; Ph.D., L. Vasylyeva, Kyiv National Economic University named after V. Hetman; Ph.D., N. Volkova, Odesa National Polytechnic University; M. Shvandt, Odesa National Polytechnic University; Ph.D., V. Volovetskyi, Branch R&D Institute of Gas Transportation Joint Stock Company «Ukrtransgaz»; Dr.Sci., P. Raiter, Ivano-Frankivsk National Technical University of Oil and Gas; O. Shchyrba, Branch Ukrainian Scientific Research Institute of Natural Gases Public Joint Stock Company «Ukrgasvydobuvannya»; Dr.Sci., Y. Romanyshyn, Ivano-Frankivsk National Technical University of Oil and Gas; K. Mikhalev, Odesa Polytechnic National University; Ph.D., А. Nikolenko, Odesa Polytechnic National University; Ph.D., O. Babilunha, Odesa Polytechnic National University; A. Kusakov, National University “Zaporizhzhia Polytechnic”; Dr.Sci., A. Oliinyk, National University “Zaporizhzhia Polytechnic”; Ph.D., T. Kolpakova, National University “Zaporizhzhia Polytechnic”; O. Lukovka, National University “Zaporizhzhia Polytechnic”; Ph.D., N. Brynza, Simon Kuznets Kharkiv National University of Economics; D. Tarasova, Simon Kuznets Kharkiv National University of Economics; Ph.D., K. Merkulova, Taras Shevchenko National University of Kyiv; Ph.D., Y. Zhabska, Taras Shevchenko National University of Kyiv; D. Kalytovskyi, Taras Shevchenko National University of Kyiv; Ph.D., T. Holubnyk, Lviv Polytechnic National University; Ph.D., O. Borysenko, Lviv Polytechnic National University; V. Dukova, Technical University of Varna; I. Bannick, Interregional Academy of Human Resource Management; Ph.D., N. Rudnichenko, Odessa Polytechnic National University; Dr.Sci., I. Petrov, Odessa Maritime Academy National University; A. Zlenskyi, Odessa Polytechnic National University; Ph.D., N. Rudnichenko, Odessa Polytechnic National University; D. Shvedov, Odessa Polytechnic National University; Ph.D., T. Otradska, Odessa Polytechnic National University; D. Shvedov, Odessa Polytechnic National University; K. Shumeiko, Odessa Polytechnic National University; D. Bilousov, Odessa Polytechnic National University; K. Bieliaiev, Odesa Polytechnic National University; V. Oliinyk, Odesa Polytechnic National University; A. Baranova, Odesa Polytechnic National University; O. Andronati, Odesа Polytechnic National University; V. Lavrukhin, Odesa Polytechnic National University; Ph.D., R. Kharchenko, National University "Odesa Maritime Academy"; O. Soloviov, National University "Odesa Maritime Academy"; Y. Nesterenko, Kharkiv National University of Radio Electronics; Ph.D., I. Kyrychenko, Kharkiv National University of Radio Electronics; I. Lysikov, Kharkiv National University of Radio Electronics; Ph.D., O. Rudenko, Kharkiv National University of Radio Electronics; Dr.Sci., D. Kliushyn, Taras Shevchenko National University of Kyiv; O. Maistrenko, Taras Shevchenko National University of Kyiv; Dr.Sci., V. Timchenko, Admiral Makarov National University of Shipbuilding; Dr.Sci., V. Kreinovich, University of Texas at El Paso; Dr.Sci., Yu. Kondratenko, Petro Mohyla Black Sea National University; O. Iegorov, Admiral Makarov National University of Shipbuilding; Ph.D., D. Symonov, V.M. Glushkov Institute of Cybernetics of the NAS of Ukraine; Dr.Sci., O. Palagin, V.M. Glushkov Institute of Cybernetics of the NAS of Ukraine; Y. Symonov, V.M. Glushkov Institute of Cybernetics of the NAS of Ukraine; B. Zaika, V.M. Glushkov Institute of Cybernetics of the NAS of Ukraine; Dr.Sci., A. Kargin, Ukrainian State University of Railway Transport; Ph.D., T. Petrenko, Ukrainian State University of Railway Transport; Ph.D., O. Piatykop, Pryazovskyi State Technical University; Ph.D., O. Pronina, Pryazovskyi State Technical University; T. Kovaliv, Lviv Polytechnic National University; Ph.D., Y. Pelekh, Lviv Polytechnic National University; Dr.Sci., I. Tsmots, Lviv Polytechnic National University; Dr.Sci., V. Riznyk, Lviv Polytechnic National University; Ph.D., M. Solomko, National University of Water and Environmental Engineering; Y. Bilas, Lviv Polytechnic National University; М. Hladchuk, Lviv Polytechnic National University; Ph.D., N. Boyko, Lviv Polytechnic National University; Ph.D., A. Yarmilko, Bohdan Khmelnytsky National University of Cherkasy; S. Marchenko, Bohdan Khmelnytsky National University of Cherkasy; Ph.D., A. Serhiienko, Pryazovskyi State Technical University; Ph.D., E. Balalayeva, Pryazovskyi State Technical University; A. Martynova, Pryazovskyi State Technical University; V. Suslov, Pryazovskyi State Technical University; O. Mostovyi, V.M. Glushkov Institute of Cybernetics of the NAS of Ukraine; Ph.D., T. Biloborodova, G.E. Pukhov Institute for Modelling in Energy Engineering of the NAS of Ukraine; S. Seleznov, Odesa Polytechnic National University; Dr.Sci., V. Vychuzhanin, Odesa Polytechnic National University; D. Kobylianskyi, Odesa Polytechnic National University; Dr.Sci., V. Vychuzhanin, Odesa Polytechnic National University; O. Karatanas, Odesa Polytechnic National University; V. Kiporuk, Odessa Polytechnic National University; M. Mendielieva, Kharkiv National University of Radio Electronics; Ph.D., S. Khlamov, Kharkiv National University of Radio Electronics; Ph.D., O. Vovk, Kharkiv National University of Radio Electronics; T. Trunova, Kharkiv National University of Radio Electronics; S. Lytvynenko, Kharkiv National University of Radio Electronics; Dr.Sci., L. Kovalchuk, G.E. Pukhov Institute for Modelling in Energy Engineering of the NAS of Ukraine; Dr.Sci., S. Hilgurt, G.E. Pukhov Institute for Modelling in Energy Engineering of the NAS of Ukraine; Ph.D., H. Nelasa, G.E. Pukhov Institute for Modelling in Energy Engineering of the NAS of Ukraine; Dr. Sci., A. Yurzhenko, Kherson State Maritime Academy; Dr.Sci., L. Perminova, Kherson State university; O. Kononova, Maritime Applied College of Kherson State Maritime Academy; Dr.Sci., I. Bobok, Odesа Polytechnic National University; Ph.D., S. Hryhorenko, Odesа Polytechnic National University; P. Kalenyk, Odesa Polytechnic National University; Dr.Sci., V. Vychuzhanin, Odesa Polytechnic National University; V. Petrenko, Kharkiv National Automobile and Highway University; Dr.Sci., O. Gurko, Kharkiv National Automobile and Highway University; Ph.D., I. Rozlomii, Cherkasy State Technological University; Ph.D., S. Naumenko, Cherkasy State Technological University; Y. Tertus, State University “Kyiv Aviation Institute”; D. Kozlovska, State University “Kyiv Aviation Institute”; B. Kotyk, State University “Kyiv Aviation Institute”; Dr.Sci., V. Vychuzhanin, Odessa Polytechnic National University; Ph.D., O. Guzun, 1SI “The Filatov Institute of Eye Diseases and Tissue Therapy of the National Academy of Medical Sciences of Ukraine”; Ph.D., A. Vychuzhanin, Odessa Polytechnic National University; Dr.Sci., S. Polozhaenko, Odesа Polytechnic National University; L. Prokofieva, Odesа Polytechnic National University; Ph.D., A. Prokofiev, Odesа Polytechnic National University; Ph.D., A. Savieliev, Odesа Polytechnic National University; Dr.Sci., H. Tuluchenko, National Technical University "Kharkiv Polytechnic Institute"; Dr.Sci., Yu. Pershyna, National Technical University "Kharkiv Polytechnic Institute"; Dr.Sci., V. Mezhuyev, FH JOANNEUM University of Applied Sciences; Dr.Sci., V. Bohaienko, VM Glushkov Institute of Cybernetics of NAS of Ukraine; Dr.Sci., M. Romashchenko, Institute of Water Problems and Land Reclamation of NAAS of Ukraine; Ph.D., T. Blagoveshchenskaya, VM Glushkov Institute of Cybernetics of NAS of Ukraine; V. Hykava, Ternopil Ivan Puluj National Technical University; Dr.Sci., I. Boyko, Ternopil Ivan Puluj National Technical University; Dr.Sci., Y. Seti, Lviv Polytechnic National University; Ph.D., V. Nazarenko, National University of Life and Environmental Sciences of Ukraine; Ph.D., O. Zazymko, National University of Life and Environmental Sciences of Ukraine; Dr.Sci., L. Klikh, National University of Life and Environmental Sciences of Ukraine; Dr.Sci., L. Klikh, National University of Life and Environmental Sciences of Ukraine; E. Funderburk, National University of Life and Environmental Sciences of Ukraine; Dr.Sci., V. Bozhanova, Ukrainian State University of Science and Technologies; Dr.Sci., O. Kononova, ESI “Prydniprovska State Academy of Civil Engineering and Architecture”; Ph.D., O. Zgurovets, The General Energy Institute of the NAS of Ukraine; Dr.Sci., O. Dekusha, The General Energy Institute of the NAS of Ukraine; Ph.D., D. Matushkin, The General Energy Institute of the NAS of Ukraine; Dr.Sci., A. Zaporozhets, The General Energy Institute of the NAS of Ukraine; Dr.Sci., А. Kobozieva, Odesa National Maritime University; К. Tryfonova, Odesa National Maritime University; Ph.D., О. Lebedieva, Odesa National Maritime University; Ph.D., V. Zorilo, Odesa National Maritime University; Dr.Sci., Y. Petrivskyi, Rivne State Humanitarian University; S. Shmatiuk, Rivne State Humanitarian University; Ph.D., V. Petrivskyi, Taras Shevchenko National University of Kyiv; Ph.D., D. Bondarenko, Simon Kuznets Kharkiv National University of Economics; Dr.Sci., L. Gryzun, Simon Kuznets Kharkiv National University of Economics; V. Zhykhariev, National Technical University "Kharkiv Polytechnic Institute"; Ph.D., M. Shapovalova, National Technical University "Kharkiv Polytechnic Institute"; Ph.D., S. Misiura, National Technical University "Kharkiv Polytechnic Institute"; Ph.D., O. Vodka, National Technical University "Kharkiv Polytechnic Institute"; N. Rudnikova, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”; Dr.Sci., O. Barabash, National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”; Ph.D., V. Mayik, Lviv Polytechnic National University; Ph.D., L. Mayik, Lviv Polytechnic National University; Ph.D., B. Havrysh, Lviv Polytechnic National University; A. Sidielnikova, Odesa Polytechnic National University; Ph.D., N. Rudnichenko, Odesa Polytechnic National University; D. Tolkunov, Odesa Polytechnic National University; O. Tataryn, Odesа Polytechnic National University; A. Chmelevskyi, Odesа Polytechnic National University; D. Filin, Odesа Polytechnic National University; Y. Serbin, Odesа Polytechnic National University; Dr.Sci. V. Pavlenko, Odesa Polytechnic National University; A. Doroshuk, Odesa Polytechnic National University; B. Kiselov, Kryvyi Rih National University; Ph.D., A. Senko, Kryvyi Rih National University; Dr.Sci., S. Semerikov, Kryvyi Rih National University; Ph.D., D. Kuznetsov, Kryvyi Rih National University; Y. Shcherbyna, Odesa I.I. Mechnikov National University; Ph.D., I. Shpinareva, Odesa I.I. Mechnikov National University; V. Polishchuk, Kyiv National University of Technologies and Design; Ph.D., V. Skidan, Kyiv National University of Technologies and Design; I. Iliev, Technical University of Varna; D. Mihaylova, Technical University of Varna; R. Parvanova, Technical University of Varna; D. Dzhibarov, Technical University of Varna; Dr.Sci., O. Arsirii, Odesa Polytechnic National University; Dr.Sci., V. Arsirii, Odesa State Academy of Civil Engineering and Architecture; A. Zasidko, Odesa Polytechnic National University; I. Krantovskyi, Odesa Polytechnic National University; Dr.Sci., A. Chuhai, Anatolii Pidhorniy Institute of Power Machines and Systems NASA; Dr.Sci., G. Yaskov, Anatolii Pidhorniy Institute of Power Machines and Systems NASA; K. Veretelnyk, Simon Kuznets Kharkiv National University of Economics; M. Shcherbyna, Anatolii Pidhorniy Institute of Power Machines and Systems NASA