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Herald of Advanced Information Technology = Вісник сучасних інформаційних технологій = Вестник современных информационных технологий: Recent submissions

  • Modelling the efficiency of power system with reserve capacity from variable renewable sources of energy 
    Denysova, Alla; Денисова, Алла Євсіївна; Денисова, Алла Евсеевна; Nikulshin, Vladimir; Нікульшин, Володимир Русланович; Никульшин, Владимир Русланович; Wysochin, Victor; Височин, Віктор Васильович; Высочин, Виктор Васильевич; Zhaivoron, Oksana; Жайворон, Оксана Сергіївна; Жайворон, Оксана Сергеевна; Solomentseva, Yana; Соломенцева, Яна Владиславівна; Соломенцева, Яна Владиславовна (Odessa National Polytechnic University, 2021-03-14)
    The paper considers modeling the efficiency of power system with integration large share of variable renewable sources of energy with the account of climate conditions of Ukraine. The proposed methodology with its position ...
  • Optimization of the precision gear grinding operation based on integrated information system 
    Larshin, Vasily; Ларшин, Василь Петрович; Ларшин, Василий Петрович; Babiychuk, Olga; Бабійчук, Ольга Борисівна; Бабийчук, Ольга Борисовна; Lysyi, Oleksandr; Лисий, Олександр Васильович; Лысый, Александр Васильевич; Verpivskyi, Serhii; Верпівський, Сергій Миколайович; Верпивский, Сергей Николаевич; Zhang Yunxuan; Чжан Юньсюань (Odessa National Polytechnic University, 2021-03-15)
    In accordance with the principles of hierarchical management, a comprehensive two-level management system is presented for the development and manufacturing of products for the stages of pre-production (the upper level ...
  • Accelerating the learning process of a neural network by predicting the weight coefficient 
    Speranskyy, Viktor; Сперанський, Віктор Олександрович; Сперанский, Виктор Александрович; Domanciuc, Mihail; Доманчук, Михайло Олександрович; Доманчук, Михаил Александрович (Odessa National Polytechnic University, 2021-03-14)
    The purpose of this study is to analyze and implement the acceleration of the neural network learning process by predicting the weight coefficients. The relevance of accelerating the learning of neural networks is touched ...
  • The multilayer distributed intelligence system model for emergency area scanning 
    Tsariuk, Andrey; Царюк, Андрій Олегович; Царюк, Андрей Олегович; Malakhov, Eugene; Малахов, Євген Валерійович; Малахов, Евгений Валерьевич (Odessa National Polytechnic University, 2021-10-15)
    Emergency situations have a huge impact on various important areas of human life. Every year there are many situations, the elimination of which requires a lot of financial and human resources. Therefore, the ability to ...
  • Information supply of the power control system of the synchronous generator of the autonomous wind unit 
    Ostroverkhov, Mykola; Островерхов, Микола Якович; Островерхов, Николай Якович; Chumack, Vadim; Чумак, Вадим Володимирович; Чумак, Вадим Владимирович; Monakhov, Yevhen; Монахов, Євген Андрійович; Монахов, Евгений Андреевич; Pryymak, Bogdan; Приймак, Богдан Іванович; Приймак, Богдан Иванович (Odessa National Polytechnic University, 2021-10-15)
    This paper deals with information supply of automatic maximum power control system of synchronous hybrid excited generator for the autonomous wind unit. The power supply system based on an autonomous wind turbine consists ...
  • Detection and classification of network attacks using the deep neural network cascade 
    Shpinareva, Irina; Шпінарева, Ірина Михайлівна; Шпинарева, Ирина Михайловна; Yakushina, Anastasia; Якушина, Анастасія Олексіївна; Якушина, Анастасия Алексеевна; Voloshchuk, Lyudmila; Волощук, Людмила Арнольдовна; Волощук, Людмила Арнольдовна; Rudnichenko, Nikolay; Рудніченко, Микола Дмитрович; Рудниченко, Николай Дмитреевич (Odessa National Polytechnic University, 2021-10-15)
    This article shows the relevance of developing a cascade of deep neural networks for detecting and classifying network attacks based on an analysis of the practical use of network intrusion detection systems to protect ...
  • Methodology of neural network compression for multi-sensor transducer network models based on edge computing principles 
    Лобачьов, Іван Михайлович; Лобачев, Иван Михайлович; Antoshchuk, Svitlana; Антощук, Світлана Григорівна; Антощук, Светлана Григорьевна; Hodovychenko, Mykola; Годовиченко, Микола Анатолійович; Годовиченко, Николай Анатольевич (Odessa National Polytechnic University, 2021-10-15)
    This paper focuses on the development of a methodology to compress neural networks that is based on the mechanism of pruning the hidden layer neurons. The aforementioned neural networks are created in order to process the ...
  • Analysis of quasi-periodic space-time non-separable processes to support decision-making in medical monitoring systems 
    Franzheva, Olena; Франжева, Олена Дмитрівна; Франжева, Елена Дмитриевна (Odessa National Polytechnic University, 2021-10-15)
    In many decision support systems there are processed chaotic spatial-time processes which are non-separable and quasiperiodic. Some examples of such systems are epidemic spreading, population development, fire spreading, ...
  • Model and method for representing complex dynamic information objects based on LMS-trees in NoSQL databases 
    Maksymov, Oleksandr; Максимов, Олександр Семенович; Максимов, Александр Семенович; Malakhov, Eugene; Малахов, Євген Валерійович; Малахов, Евгений Валерьевич; Mezhuyev, Vitaliy; Межуєв, Вiталій Іванович; Межуев, Виталий Иванович (Odessa National Polytechnic University, 2021-10-15)
    The article analyzes the existing approaches to the description of large dynamic information objects in the construction of Automated control systems. Introduced and defined the concept of a Complex Dynamical Information ...
  • Deep learning technologyfor videoframe processing in face segmentation on mobile devices 
    Ruvinskaya, Victoria; Рувінська, Вікторія Михайлівна; Рувинская, Виктория Михайловна; Timkov, Yurii; Тімков, Юрій Юрійович; Тимков, Юрий Юрьевич (Odessa National Polytechnic University, 2021-03-30)
    The aim of the research is to reduce the frame processing time for face segmentation on videos on mobile devices using deep learning technologies. The paper analyzes the advantages and disadvantages of existing ...
  • Production rule ontology of automatized smart emergency dispatching support of the power system 
    Morkun, Vladimir; Моркун, Володимир Станіславович; Моркун, Владимир Станиславович; Kotov, Ihor; Котов, Ігор Анатолійович; Котов, Игорь Анатольевич; Serdiuk, Oleksandra; Сердюк, Олександра Юріївна; Сердюк, Александра Юрьевна; Haponenko, Iryna; Гапоненко, Ірина Анатоліївна; Гапоненко, Ирина Анатольевна (Odessa National Polytechnic University, 2021-03-30)
    The research deals with improving methods and systems of control over power systems based on intellectualization of dispatch decision support. There are results of developing a principal trigger scheme of the decision ...
  • Models and methods for diagnosing zero-day threats in cyberspace 
    Saprykin, Oleksandr; Саприкін, Олександр Сергійович; Сапрыкин, Aлександр Сергeeвич (Odessa National Polytechnic University, 2021-03-30)
    The article is devoted to the development of models and methods for detectingZero-Daythreats in cyberspace to improve the efficiency of detecting high-level malicious complexes that are using polymorphic mutators. ...
  • Improving the designing method of thermal networks: serial connection of streams 
    Derevyanko, Georgy; Дерев’янко, Георгій Васильович; Деревянко, Георгий Васильевич; Mescheryakov, Vladimir; Мещеряков, Володимир Іванович; Мещеряков, Владимир Иванович (Odessa National Polytechnic University, 2021-03-30)
    The paper presents an approach to the design of technical systems, the elements of which are interconnected and carry out an internal exchange of energy. The above analysis showed that for heat-exchange equipment ...
  • Behavioral hidden testing of distributed information system staking into account of energy 
    Martynyuk, Oleksandr; Мартинюк, Олександр Миколайович; Мартынюк, Александр Николаевич; Drozd, Olesandr; Дрозд, Олександр Валентинович; Дрозд, Александр Валентинович; Nesterenko, Sergiy; Нестеренко, Сергій Анатолієвич; Нестеренко, Сергей Анатольевич; Skobtsov, Vadym; Скобцов, Вадім Юрійович; Скобцов, Вадим Юрьевич; Thuong Van Bui; Тхіонг Ван Буі; Тхионг Ван Буи (Odessa National Polytechnic University, 2021-03-30)
    The introduction of new energy-consuming properties for positions and transitions into the checked properties of the extended reference Petri net, for which the deviations of the tested Petri net ...
  • Hybrid texture identification method 
    Volkova, Natalya; Волкова, Наталія Павлівна; Волкова, Наталия Павловна; Krylov, Viktor; Крилов, Віктор Миколайович; Крылов, Виктор Николаевич (Odessa National Polytechnic University, 2021-03-30)
    The importance of the modeling mode in systems of computer visual pattern recognition is shown. The purpose of the mode is to determine the types of textures that are present on the images processed in ...
  • Computer-aided design and production information support 
    Larshin, Vasily; Ларшин, Василь Петрович; Ларшин, Василий Петрович; Lishchenko, Natalia; Ліщенко, Наталя Володимирівна; Лищенко, Наталия Владимировна; Babiychuk, Olga; Бабійчук, Ольга Борисівна; Бабийчук, Ольга Борисовна; Piteľ, Ján; Пітель, Ян; Питель, Ян (Odessa National Polytechnic University, 2021-03-30)
    Information support for modern computer-aided design of products and processes is considered in this review in accordance with the methodology of the integrated CAD/CAM/CAE system. Three levels of the ...
  • Risk zones from the filling stations modelling with application of geoinformation technology 
    Arsirii, Olena; Арсірій, Олена Олександрівна; Арсирий, Елена Александровна; Ivanov, Oleksii; Іванов, Олексій Володимирович; Иванов, Алексей Владимирович; Smyk, Sergiy; Смик, Сергій Юрійович; Смык, Сергей Юрьевич (Odessa National Polytechnic University, 2020-04-20)
    In this paper the questions of technogenic safety of the city Odesa with a population of over 1 million are considered on the example of the analysis of an emergency situation that may arise at filling stations (FS) of ...
  • Environmental impact assessment as part of the feasibility study of projects 
    Kolesnikov, Oleksii; Колесніков, Олексій Євгенович; Колесников, Алексей Евгеньевич; Olekh, Tetiana; Олех, Тетяна Мефодіївна; Олех, Татьяна Мефодиевна; Danso Janet Obenewaa; Дансо Джанет Обенева (Odessa National Polytechnic University, 2020-04-20)
    The tasks of environmental assessment of projects are to determine quantitative criteria for decision-making on the admissibility or inadmissibility of the project, to ensure the choice of options and types of planned ...
  • Analysis of the effectiveness of combining the roles of scrum master and product owner in scrum-teams 
    Kolesnikova, Kateryna; Колеснікова, Катерина Вікторівна; Колесникова, Екатерина Викторовна; Lukianov, Dmytro; Лук’янов, Дмитро Володимирович; Лукьянов, Дмитрий Владимирович (Odessa National Polytechnic University, 2020-04-20)
    Over the past decade, agile approaches, including Scrum, have become increasingly used in other spheres of human activity. Due to the peculiarity in the management structure of IT organizations, namely the possibility of ...
  • Information support for process observing flux linkage of the rotor asynchronous motor 
    Sadovoi, Aleksandr; Садовой, Олександр Валентинович; Садовой, Александр Валентинович; Klyuyev, Oleg; Клюєв, Олег Володимирович; Клюев, Олег Владимирович; Pletenets, Viacheslav; Плетенець, В’ячеслав Русланович; Плетенец, Вячеслав Русланович; Rybalka, Oleksandr; Рибалка, Олександр Олегович; Рыбалка, Александр Олегович (Odessa National Polytechnic University, 2020-04-20)
    The article examines the quality indicators of information support of the process of observing the flux linkage of the rotor of an induction motor in vector control systems under the conditions of the action of parametric ...