Cover Image

DETERMINATION OF NETWORK TRAFFIC ANOMALIES IN A DISTRIBUTED COMPUTER SYSTEM WITH ENERGY FACILITIES

The paper presents research, the purpose of which is to define a machine learning model for express analysis of network traffic in a distributed computer system for managing decentralized generation facilities based on renewable energy. The available tools for monitoring processes in the computer ne...

Full description

Saved in:

Bibliographic Details
Date:	2024
Main Authors:	Shapovalova , S., Matіakh , S., Titov , V.
Format:	Article
Language:	English
Published:	Institute of Renewable Energy National Academy of Sciences of Ukraine 2024
Subjects:	renewable energy energy decentralization MLP RNN LSTM KNN Logistic Regression Decision Tree GBM.
Online Access:	https://ve.org.ua/index.php/journal/article/view/455
Tags:	Add Tag No Tags, Be the first to tag this record!
Journal Title:	Vidnovluvana energetika

Institution

Vidnovluvana energetika

Similar Items

Green projects risk assessment models
by: Кузнєцова, Н. В., et al.
Published: (2024)

Дослідження методів обчислювального інтелекту у проблемі прогнозування на ринках цінних паперів
by: Zaychenko, Yuriy, et al.
Published: (2021)

INVESTMENTS IN SOLAR ENERGY IN A DECENTRALIZED ENERGY SYSTEM AS A FACTOR IN STRENGTHENING THE ENERGY SECURITY OF UKRAINE DURING WARTIME
by: Diachenko , O.
Published: (2024)

An automated scenario generation system for analytical activities.
by: Dodonov, O. G., et al.
Published: (2019)

Dynamic risk assessment and development of the banking activity against risk strategies
by: Кузнєцова, Н. В., et al.
Published: (2021)

Method of Neuro-Fuzzy Network Synthesis Based on Decision Trees
by: Гофман, Є. О., et al.
Published: (2012)

Optimization of Information Volume in a Partially Decentralized Decision Support System
by: Савченко, М. М., et al.
Published: (2023)

Security of decision support systems based on decentralized data platforms
by: Савченко, М. М.
Published: (2023)

Гібридна згорткова мережа для обробки зображень рентгенівських знімків для виявлення захворювання COVID-19
by: Федорченко , Є. М., et al.
Published: (2022)

Прогнозування емісії SO2 вулкана Кілауеа з використанням інтелектуального методу аналізу даних
by: Zabielin, Stanislav
Published: (2019)

Using Bayesian network models for early assessment of cyberattack threats to electricity generation facility
by: Гальчинський, Л. Ю., et al.
Published: (2025)

EVALUATION OF ELECTRICITY STORAGE FACILITIES IN THE ENERGY SYSTEM WITH RENEWABLE ENERGY
by: Kuznietsov , M., et al.
Published: (2024)

Optimal size and location of distributed generations in distribution networks using bald eagle search algorithm
by: Tebbakh, N., et al.
Published: (2022)

RNN-INTEGRATED MODEL PREDICTIVE CONTROL FOR FUEL CELL AND SOLAR-POWERED HYBRID ELECTRIC VEHICLES
by: Divya, G., et al.
Published: (2024)

Decision tree method for identification and classification of information signals
by: Волошко, А. В., et al.
Published: (2022)

Mathematical modeling of transport and logistics infrastructure for the post-war reconstruction of Ukraine
by: Horoshkova, Lidiia A., et al.
Published: (2024)

REDUCING THE ENVIRONMENTAL IMPACT AND ENERGY INDEPENDENCE OF A MEDICAL FACILITY WHEN IMPLEMENTING SOLAR PHOTOVOLTAIC PANELS
by: Olinechenko , Yu., et al.
Published: (2025)

Дослідження ефективності штучних нейронних мереж (ШНМ) різних поколінь у задачі прогнозування у фінансовій сфері
by: Bodyanskiy, Yevgeniy, et al.
Published: (2025)

20 kV NOMINAL VOLTAGE ELECTRICAL NETWORKS WITH ENERGY STORAGE SOURCES
by: Iskova, M. S., et al.
Published: (2023)

Problems of centralized financial systems and their solution with the help of Blockchain technology
by: Охріменко, Т. О., et al.
Published: (2022)

Дослідження методів обчислювального інтелекту у прогнозуванні на фінансових ринках
by: Zaychenko, Yuriy, et al.
Published: (2023)

ПОРІВНЯННЯ КЛАСИЧНИХ ТА НЕЙРОМЕРЕЖЕВИХ МОДЕЛЕЙ ДЛЯ ПРОГНОЗУВАННЯ ОБСЯГІВ СПОЖИВАННЯ ЕЛЕКТРОЕНЕРГІЇ НЕПОБУТОВОГО СПОЖИВАЧА
by: Сичова, В.В., et al.
Published: (2026)

New method for edges detection of magnetic sources using logistic function
by: Pham, L. T., et al.
Published: (2018)

EVOLUTION OF WIRELESS (CELLULAR) COMMUNICATION NETWORKS
by: Chernogor, L. F., et al.
Published: (2025)

Practical content of the elements of petrophysical model of terrigenous sandstones — oil and gas reservoirs in neural networks, deep learning and regression methods
by: Vyzhva, Serhiy, et al.
Published: (2025)

Water danger in the city of Mykolaiv under wartime conditions
by: Kovalska, Oleksandra I.
Published: (2024)

Algorithms of correlation methods for comprehensive interpretation of gravimetric and seismic data
by: Isgandarov, Elkhan
Published: (2025)

Management of power consumption in a photovoltaic system with a storage battery connected to the network with multi-zone electricity pricing to supply the local facility own needs
by: Shavelkin, A. A., et al.
Published: (2021)

Dynamics of finite groups acting on the boundary of homogenous rooted tree
by: Szaszkowski, Zbigniew
Published: (2018)

Organization of transport routes in the tasks of storage, distribution and supply of resources with the optimization model MILP
by: Кузьмичов, А. І.
Published: (2023)

INSTITUTE OF RENEWABLE ENERGY OF THE NAS OF UKRAINE – 20 YEARS
by: Kudrya, S., et al.
Published: (2023)

Feasibility analysis of construction of new hydropower plants in Ukraine taking into account the risk of unused possibilities
by: Stefanyshyn, Dmytro V.
Published: (2019)

Algebras of generalized tree languages with fixed variables
by: Phuapong, S., et al.
Published: (2024)

Demographic Dividend and Labour Market Dynamics: An Empirical Analysis of Socio-Economic Transition and Policy Implications
by: Tsintsadze, Asie, et al.
Published: (2025)

ANALYSIS OF HETEROGENEITY OF ELECTRICAL NETWORKS WITH RENEWABLE SOURCES OF ELECTRICAL ENERGY
by: Kyryk , V.
Published: (2025)

ENERGY COMMITMENT: A PLANNING OF ENERGY CARRIER BASED ON ENERGY CONSUMPTION
by: Dehghani, M., et al.
Published: (2019)

THE METHODS OF DISTINCTION OF ACCESSORY MINERALS OF GOLD IN ACCORDANCE WITH GRADE OF THEIR IMPORTANCE IN CONGLOMERATES
by: Shestakov, O.Yu.
Published: (2019)

THE STRUCTURE OF ALTERNATIVE ENERGY. CHINESE EXPERIENCE
by: Nazyuta, L., et al.
Published: (2024)

GEOTHERMAL ENERGY SUPPLY SYSTEMS FOR AGRICULTURAL FACILITIES USING ABSORPTION HEAT PUMPS
by: Chalaev, D. M., et al.
Published: (2023)

COMPUTER MODELING ANALYSIS OF PHOTOVOLTAIC (PV) MODULES WITHOUT AND WITH INTEGRATED COOLING SYSTEMS
by: Axtamov , T. Z., et al.
Published: (2025)