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Pavlo Shymaniuk

Observed names: P. Shymaniuk, P.V. Shymaniuk, Shymaniuk, P.V., П. Шиманюк, Шиманюк, П. В.
ORCID: 0000-0002-7585-7493
Observed ORCID: 0000-0002-7585-7493
OpenAlex ID: A5110951530
Optimization Model of Microgrid Functioning With Solar Power Plant and Energy Storage System
2024 · I.V. Blinov, Ye.V. Parus, et al. · Tekhnichna Elektrodynamika · 31
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Smart Management of Energy Losses in Distribution Networks Using Deep Neural Networks
2025 · Ihor Blinov, Virginijus Radziukynas, et al. · Energies · 28
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The Cost of Error of "day Ahead" Forecast of Technological Losses of Electrical Energy
2020 · I. Blinov, V. Miroshnyk, et al. · Tekhnichna Elektrodynamika · 20
Short Term Renewable Energy Forecasting with Deep Learning Neural Networks
2021 · Volodymyr Miroshnyk, Pavlo Shymaniuk, et al. · Studies in systems, decision and control · 13
Advanced long short-term memory-based forecasting of electricity imbalances in the Ukrainian power system: Enhancing accuracy and stability with comparative model analysis
2025 · Ihor Blinov, Ievgen Zaitsev, et al. · Energy Exploration & Exploitation · 10
Model of Evaluation the Feasibility of Industrial Customers to Hourly Accounting of Retail Electricity Market
2021 · I. Blinov, E. Parus, et al. · POWER ENGINEERING economics technique ecology · 7
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Univariable Short-term Forecast of Nodal Electrical Loads of Energy Systems
2020 · P.O. Chernenko, V.O. Miroshnyk, et al. · Tekhnichna Elektrodynamika · 7
Electricity Theft Detection from Electricity and Gas Measurements Using Machine Learning
2026 · Fayiz Alfaverh, Hock Gan, et al. · Energies · 5
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Digital Twins of Microgrids: Concepts, Architectures and Challenges
2025 · P. Shymaniuk, V. Sychova, et al. · Praci Institutu elektrodinamiki Nacionalanoi akademii nauk Ukraini · 2
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Determination of Electrical Losses Based on Nodal Electrical Load Forecasts
2023 · P. Shymaniuk, V. Miroshnyk, et al. · POWER ENGINEERING economics technique ecology · 2
Influence of Anomalous Values on the Accuracy of Forecasting Losses in Distribution Networks
2024 · Ihor Blinov, Pavlo Shymaniuk, et al. · POWER ENGINEERING economics technique ecology · 1
Short-Term Forecasting of Imbalances in the IPS of Ukraine
2023 · Volodymyr Miroshnyk, Pavlo Shymaniuk, et al. · Studies in systems, decision and control · 1
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Short-Term Load Forecasting in Electrical Networks and Systems with Artificial Neural Networks and Taking into Account Additional Factors
2022 · Volodymyr Miroshnyk, Pavlo Shymaniuk, et al. · Studies in systems, decision and control · 1
Short-term Nodal Electrical Load Forecasting with Artificial Neural Networks
2022 · I. Blinov, V. Miroshnyk, et al. · IEEE International Conference on Energy Smart Systems (ESS) · 1
Estimation of electrical losses in the distribution network based on nodal electrical load forecasts
2022 · Igor Blinov, Volodymyr Miroshnyk, et al. · IEEE KhPI Week on Advanced Technology (KhPIWeek) · 1
Aspects of Temperature Taking Into Account to Increase the Accuracy of Short-term Forecasting of Node Loads
2021 · P. Shymaniuk, V Miroshnyk, et al. · POWER ENGINEERING economics technique ecology · 1
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Electrical Load Forecasting on Hierarchical Levels of Ips of Ukraine Using Lstm Neural Network
2021 · S.S. Loskutov, P.V. Shymaniuk · Praci Institutu elektrodinamiki Nacionalanoi akademii nauk Ukraini · 1
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Модель Модульної Системи Цифрового Двійника Із Прогнозуванням Навантаження Для Дослідження Сценаріїв Та Функцій Керування Мікромережею
2026 · Sychova, V.V., Shymaniuk, P.V., et al. · Tekhnichna Elektrodynamika
Integration of a Digital Twin With Load Forecasting Into a Microgrid Control System
2026 · V.V. Sychova, P.V. Shymaniuk, et al. · Tekhnichna Elektrodynamika
A Model of Nonlinear Multiparametric Regression of Power Losses Dependence on Distributed Sources of Reactive Power in Distribution Electrical Grids
2026 · I. Trach, P. Shymaniuk, et al. · IEEE International Conference on Energy Smart Systems (ESS)
Voltage Control in Electrical Grids with Virtual Power Plants with Variable Load on PV Generation
2023 · Ihor Blinov, Igor Trach, et al. · Studies in systems, decision and control
Analysis of Methods of Increasing Data Reliability for Problems of Short Term Forecasting of Nodal Load
2021 · P.V. Shymaniuk, V.O. Miroshnyk · Praci Institutu elektrodinamiki Nacionalanoi akademii nauk Ukraini
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Розроблення Штучної Нейронної Мережі Для Прогнозу Характеристик Перенапруг В Електричних Мережах
2021 · В. Кучанський, П. Шиманюк, et al. · Problemas y Perspectivas de la Aplicación de la Investigación Científica Innovadora
Короткострокове прогнозування вузлових електричних навантажень енергосистеми з врахування температури повітря
2020 · Черненко, П. О., Мірошник, В. О., et al. · Repository of Vinnytsia National Technical University (Vinnytsia National Technical University)
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Works count: 24
Citation count: 132
H-index: 7
I10-index: 5
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