Industry Experience of Developing Day-Ahead Photovoltaic Plant Forecasting System Based on Machine Learning

by Alexandra I. Khalyasmaa, Stanislav A. Eroshenko, Valeriy A. Tashchilin, Hariprakash Ramachandran, Teja Piepur Chakravarthi, Denis N. Butusov
Published 2020-10-01

Improving Accuracy and Generalization Performance of Small-Size Recurrent Neural Networks Applied to Short-Term Load Forecasting

by Pavel V. Matrenin, Vadim Z. Manusov, Alexandra I. Khalyasmaa, Dmitry V. Antonenkov, Stanislav A. Eroshenko, Denis N. Butusov
Published 2020-12-01

The Impact of Data Filtration on the Accuracy of Multiple Time-Domain Forecasting for Photovoltaic Power Plants Generation

by Stanislav A. Eroshenko, Alexandra I. Khalyasmaa, Denis A. Snegirev, Valeria V. Dubailova, Alexey M. Romanov, Denis N. Butusov
Published 2020-11-01