Journal article

Forecasting electricity generation from renewable sources in developing countries (on the example of Ukraine)

Year:

2021

Published in:

Kyiv National Economic University named after Vadym Hetman
alternative energy
forecasting
Prophet model
neural network autoregression

Electricity generation forecasting is a common task that helps power generating companies plan capacity, minimize costs, and detect anomaly. Despite its importance, there are serious challenges associated with obtaining reliable and high-quality forecasts, especially when it comes to the newly created renewable electricity market.

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23 publications found

2011
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Publisher: Острог : Видавництво Національного університету «Острозька академія»

Authors: Ihor Miroshnychenko

2025
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Model of management of storage of educational environment data flows

Publisher: Scientific Perspectives

Authors: Ihor Miroshnychenko, Isus Raichuk

2025
Conference proceedings

STOCK PRICE FORECASTING USING ARTIFICIAL NEURAL NETWORKS

Publisher: Taras Shevchenko National University of Kyiv

Authors: Ihor Miroshnychenko, Yurii Levchenko

2025
Conference proceedings

INFORMATION ANALYTICS FOR FORMING AND SUPPORTING PRODUCTIVE HABITS

Publisher: Taras Shevchenko National University of Kyiv

Authors: Ihor Miroshnychenko, Maxim Suprunenko

2025
Conference proceedings

COMPARISON OF MACHINE LEARNING METHODS FOR EMOTIONAL ANALYSIS

Publisher: Taras Shevchenko National University of Kyiv

Authors: Ihor Miroshnychenko, Vladyslav Pelishenko

2017
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Кластерний аналіз надійності банківських установ в Україні

Publisher: Kyiv National Economic University named after Vadym Hetman

Authors: Ihor Miroshnychenko, Leonid Dolinskyi , Vladislav Korchynskyi

2025
Conference proceedings

Development of models and information technology for predicting TV viewing metrics using data science methods

Publisher: Slovak University of Technology in Bratislava

Authors: Oleksandr Ilchuk, Ihor Miroshnychenko

2025
Conference proceedings

DEVELOPMENT OF DATA SCIENCE TECHNOLOGIES IN THE FIELD OF CLIMATE CHANGE RESEARCH

Publisher: Taras Shevchenko National University of Kyiv

Authors: Ihor Miroshnychenko, Andrii Ukrainets

2025
Conference proceedings

EVOLVING RUSSIAN CYBER ATTACKS: KEY TRENDS AND STRATEGIC DEFENSE SOLUTIONS FOR 2024

Publisher: Taras Shevchenko National University of Kyiv

Authors: Maksym Borysenko, Ihor Miroshnychenko

2019
Journal article

Оцінювання кредитного ризику методами машинного навчання

Publisher: ДКС

Authors: Ihor Miroshnychenko, K. Ivleeva