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Registration Number

0221U105895, 0113U007690 , R & D reports

Title

Innovative approaches to the development and implementation of microprocessor-based computer-integrated systems management

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Head

Elperin Igor V, к.т.н.

Registration Date

07-09-2021

Organization

National university of food technologies

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 GDR report: 104 pages, 29 figures, 6 tables. COMPUTER-INTEGRATED SYSTEM, MICROPROCESSOR, NEURAL NETWORK, OBJECT, PROCESS, CONTROL, ARTIFICIAL INTELLIGENCE. The object of research is modern approaches to the development and implementation of microprocessor computer-integrated control systems. The purpose of the work is to analyze the use of modern approaches in the creation of computer-integrated control systems in the food industry. Research methods - creating predictive models using artificial intelligence. Methods of construction and training of neural networks are determined. For periodic devices, studies have been conducted to select the most effective software control systems using neural network regulators. The approach to the use of modern intelligent systems to ensure the required efficiency of the electrotechnological complexes of food production is analyzed. The application of a structurally variable mathematical model based on the use of tensor models, which will provide the predicted values ​​of the enterprise at all levels, is studied.

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Hrytsenko Nadiia Heorhiivna
Elperin Ihor Volodymyrovich
Zaiets Nataliia Anatoliivna
Kyrychuk Serhii Andriiovych
Klymenko Oleh Mykolaiovych
Mirkevych Roman Mykolaiovych
Matsebula Dmytro Valeriiovych
Polupan Volodymyr Volodymyrovych
Proskurka Yevhen Serhiiovych
Pupena Oleksandr Mykolaiovych
Romanov Mykola Serhiiovych
Sidletskyi Viktor Mykhailovych
Trehub Viktor Hryhorovych
Sharuda Svitlana Serhiivna
Shved Serhii Mykolaiovych

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2021-09-07