Modeling the Productivity of a Sugar Factory using Machine Learning Methods

N Lutska, L Vlasenko, N Zaiets… - 2022 IEEE 17th …, 2022 - ieeexplore.ieee.org
Relevant today is the digitalization of industrial enterprises, which is an evolutionary
continuation of the introduction of MES/MOM. At the same time, an important role is played …

Core Ontology for Describing Production Equipment According to Intelligent Production

L Vlasenko, N Lutska, N Zaiets, I Korobiichuk… - Applied System …, 2022 - mdpi.com
This article presents the development of a core ontology for describing knowledge about the
technological and technical parts of a production plant, in particular, theoretical knowledge …

Development of a prototype of an intelligent system for predicting the quality of dairy manufacture

Y Smitiukh, Y Samoilenko, Y Kostiuk… - 2022 IEEE 11th …, 2022 - ieeexplore.ieee.org
The technological process of the churning process in continuous butter manufacture were
considered. The qualitative indicator of the water content of butter was modeled on the basis …

Genetic algorithm in optimization problems for greenhouse facilities

V Lysenko, I Bolbot, T Lendiel, V Koval… - 2022 IEEE 17th …, 2022 - ieeexplore.ieee.org
The research offers the analysis of the significance of factors influencing the total
consumption of energy resources in protected ground facilities; identifies those that are …

Neural Network Structures for Energy-efficient Control of Energy Flows in Greenhouse Facilities

V Lysenko, T Lendiel, I Bolbot… - 2022 IEEE 9th …, 2022 - ieeexplore.ieee.org
The present paper offers an intelligent method of forming energy-efficient strategies for
controlling energy flows in complex biotechnical facilities, namely, industrial greenhouses …

Using Node-Red to Visualize Dairy Production Data via Modbus

Y Samoilenko, Y Smitiukh, Y Kostiuk… - Conference on …, 2024 - Springer
The dairy industry is under consideration, namely the possibility of collecting data from
sensors of the technological process of whipping cream into butter to assess the quality of …

Intelligent Operational Decision Support System for Sugar Factory Resource Efficiency

N Lutska, N Zaiets, L Vlasenko… - 2023 IEEE 5th …, 2023 - ieeexplore.ieee.org
With the economic crisis that is looming over the world due to changes in the energy sector
and a reduction in the supply of certain types of products, energy and resource efficiency …

Ontological support system of managerial decision-making of production tasks for a food enterprise

N Lutska, L Vlasenko, L Anatoliy, N Zaiets… - Machinery & …, 2022 - repo.pw.edu.pl
Resource and energy efficiency of industrial production, in particular, food production, is a
defining requirement that will ensure its functioning without loss of quality and quantity of …

Improving the Efficiency of a Multistage Evaporator Station for Sugar Production Using Neural Networks

N Zaiets, N Lutska, L Vlasenko - 2022 IEEE 4th International …, 2022 - ieeexplore.ieee.org
The paper shows the process of developing a model of multistage evaporator station of a
sugar factory based on a neural network. The neural network predicts the main performance …

Using Node-Red to Visualize Dairy Production

K Stepashkina, D Hnatchenko… - … 2024: Advances in … - books.google.com
The dairy industry is under consideration, namely the possibility of collecting data from
sensors of the technological process of whipping cream into butter to assess the quality of …