Перегляд Персональні колекції співробітників та підрозділів по Автору "Diachenko, Grygorii"
Зараз показуються 1-8 з 8
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An explainable AI approach to agrotechnical monitoring and crop diseases prediction in Dnipro region of Ukraine
Laktionov, Ivan; Diachenko, Grygorii; Rutkowska, Danuta; Kisiel-Dorohinicki, Marek (2023)The proliferation of computer-oriented and information digitalisation technologies has become a hallmark across various sectors in today’s rapidly evolving environment. Among these, agriculture emerges as a pivotal sector ... -
Computer-Oriented Model for Network Aggregation of Measurement Data in IoT Monitoring of Soil and Climatic Parameters of Agricultural Crop Production Enterprises
Laktionov, Ivan; Diachenko, Grygorii; Koval, Valerii; Yevstratiev, Mykhailo (2023)Currently, the development and implementation of infocommunication and computer technologies in agricultural enterprises specialising in the cultivation of grain crops allow the enhancement of their efficiency through ... -
Introduction to Low-potential Electrotechnical System of Power Efficient Conversion of Electrical Energy Using SMPS
Diachenko, Grygorii; Aziukovskyi, O. O.; Kostrytska, S. I. (2015)The negative impact generated from conventional energy sources has been continually increasing over the last century, and new types of energy sources must be found. All energy sources can be divided into two types: ... -
Mathematical Model and Method for Diagnosing the Operability of Information and Control Systems
Syrotkina, Olena; Kobti, Ziad; Aleksieiev, Mykhailo; Moroz, Borys; Udovyk, Iryna; Diachenko, Grygorii (2022)This paper focuses on the development of mathematical methods for diagnosing the operability of complex structured information and control systems with arbitrary topology in real time. We describe a model based on graph ... -
Optimal Field-Oriented Control of an Induction Motor for Loss Minimization in Dynamic Operation
Diachenko, Grygorii; Aziukovskyi, Oleksandr; Rogoza, Mikhaylo; Yakimets, Serhiy (2019)The problem of minimizing the power consumption of an induction motor (IM) operating from a frequency converter in vector control mode is considered. This contribution presents an application of a ... -
Simple dynamic energy efficient field oriented control in induction motors
Diachenko, Grygorii; Schullerus, Gernot (2015)The current paper discusses the optimal choice of a filter time constant for filtering the steady state flux reference in an energy efficient control strategy for changing load torques. It is shown that by appropriately ... -
Study of the effectiveness of ML algorithms in predicting the probability of crop disease occurrence
Vizniuk, Artem; Laktionov, Ivan; Diachenko, Grygorii (2023)The aim of this research is to study the effectiveness of ML algorithms in predicting the probability of the corn disease «Fusarium Head Blight» in Dnipro region of Ukraine. Linear regression, feedforward neural networks ... -
Substantiation of requirements for the structural and algorithmic organization of an IoT monitoring system for soil and climate parameters in agricultural crop enterprises
Laktionov, Ivan; Zhabko, Oleksandr; Diachenko, Grygorii; Prokopenko, Mykola (2023)As one of the key sectors of the global economy, agriculture plays a decisive role in shaping sustainable economic development and ensuring food security worldwide. Achieving satisfactory indicators of food security and ...