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Browsing by Author Matrenin, P. V.

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Issue DateTitleAuthor(s)
2024Application of SHAP and Multi-Agent Approach for Short-Term Forecast of Power Consumption of Gas Industry EnterprisesStepanova, A. I.; Khalyasmaa, A. I.; Matrenin, P. V.; Eroshenko, S. A.
2024Assessment of Power Transformer Technical State Using Explainable Artificial IntelligenceKhalyasmaa, A. I.; Matrenin, P. V.; Eroshenko, S. A.
2024Capacity Factor Forecasting for Generation Facilities Based on Renewable Energy Sources in Decentralized Power SystemsBramm, A. M.; Matrenin, P. V.; Papkova, N. A.; Sekatski, D. A.
2022Data Mining Applied to Decision Support Systems for Power Transformers’ Health DiagnosticsKhalyasmaa, A. I.; Matrenin, P. V.; Eroshenko, S. A.; Manusov, V. Z.; Bramm, A. M.; Romanov, A. M.
2022Data Processing Technology for the Forecasting of the Water Inflow into a Reservoir with the Use of Earth Remote Sensing and the Network of Meteorological and Hydrological PostsEroshenko, S. A.; Matrenin, P. V.; Khalyasmaa, A. I.; Klimenko, D. E.; Sidorova, A. V.
2024GNSS-Based Narrow-Angle UV Camera Targeting: Case Study of a Low-Cost MAD RobotGyrichidi, N.; Romanov, A. M.; Trofimov, O. V.; Eroshenko, S. A.; Matrenin, P. V.; Khalyasmaa, A. I.
2023Grey Wolf Optimizer for RES Capacity Factor Maximization at the Placement Planning StageBramm, A. M.; Eroshenko, S. A.; Khalyasmaa, A. I.; Matrenin, P. V.
2023Improvement of Ant Colony Algorithm Performance for the Job-Shop Scheduling Problem Using Evolutionary Adaptation and Software Realization HeuristicsMatrenin, P. V.
2020Improving accuracy and generalization performance of small-size recurrent neural networks applied to short-term load forecastingMatrenin, P. V.; Manusov, V. Z.; Khalyasmaa, A. I.; Antonenkov, D. V.; Eroshenko, S. A.; Butusov, D. N.
2023Improving of the Generation Accuracy Forecasting of Photovoltaic Plants Based on k-Means and k-Nearest Neighbors AlgorithmsMatrenin, P. V.; Khalyasmaa, A. I.; Gamaley, V. V.; Eroshenko, S. A.; Papkova, N. A.; Sekatski, D. A.; Potachits, Y. V.
2024Investigation of the Features Influencing the Accuracy of Wind Turbine Power Calculation at Short-Term IntervalsMatrenin, P. V.; Harlashkin, D. A.; Mazunina, M. V.; Khalyasmaa, A. I.
2022Monthly Runoff Forecasting by Non-Generalizing Machine Learning Model and Feature Space Transformation (Vakhsh River Case Study)Matrenin, P. V.; Safaraliev, M. K.; Kiryanova, N. G.; Sultonov, S. M.
2023Operational Forecasting of Wind Speed for an Self-Contained Power Assembly of a Traction SubstationMatrenin, P. V.; Khalyasmaa, A. I.; Rusina, A. G.; Eroshenko, S. A.; Papkova, N. A.; Sekatski, D. А.
2024Optimized Wavelet Transform for the Development of an Algorithm Designed for the Analysis of Digital Substation Electrical Equipment ParametersEfimov, A. S.; Eroshenko, S. A.; Matrenin, P. V.; Popovtsev, V. V.
2023Recurrent Neural Network-Based Autoencoder for Problems of Automatic Time Series Analysis at Power FacilitiesMatrenin, P. V.; Khalyasmaa, A. I.; Potachits, Y. V.
2024Review of Existing Tools for Software Implementation of Digital Twins in the Power IndustryIumanova, I. F.; Matrenin, P. V.; Khalyasmaa, A. I.
2023Review of the Digital Twin Technology Applications for Electrical Equipment Lifecycle ManagementKhalyasmaa, A. I.; Stepanova, A. I.; Eroshenko, S. A.; Matrenin, P. V.
2024Solar Irradiance Forecasting with Natural Language Processing of Cloud Observations and Interpretation of Results with Modified Shapley Additive ExplanationsMatrenin, P. V.; Gamaley, V. V.; Khalyasmaa, A. I.; Stepanova, A. I.
2022Topology Optimization of the Network with Renewable Energy Sources Generation Based on a Modified Adapted Genetic AlgorithmBramm, A. M.; Khalyasmaa, A. I.; Eroshenko, S. A.; Matrenin, P. V.; Papkova, N. A.; Sekatski, D. A.
2024Weather Condition Clustering for Improvement of Photovoltaic Power Plant Generation Forecasting AccuracyHaljasmaa, K. I.; Bramm, A. M.; Matrenin, P. V.; Eroshenko, S. A.
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