Alexandra I. Khalyasmaa

Review of the Digital Twin Technology Applications for Electrical Equipment Lifecycle Management

Alexandra I. Khalyasmaa, Alina I. Stepanova, Stanislav A. Eroshenko · Mathematics · 2023 · 61 citations · Full text

Industrial Design, Digital Twins, Technology +14

High-Voltage Circuit Breakers Technical State Patterns Recognition Based on Machine Learning Methods

Alexandra I. Khalyasmaa, Mihail Senyuk, Stanislav A. Eroshenko · IEEE Transactions on Power Delivery · 2019 · 43 citations

Fault Diagnosis, Engineering, Machine Learning +21

Analysis of the State of High-Voltage Current Transformers Based on Gradient Boosting on Decision Trees

Alexandra I. Khalyasmaa, Mihail Senyuk, Stanislav A. Eroshenko · IEEE Transactions on Power Delivery · 2020 · 42 citations

Power Engineering, Machine Learning, Engineering +25

Prediction of Solar Power Generation Based on Random Forest Regressor Model

Alexandra I. Khalyasmaa, Stanislav A. Eroshenko, Venu Gopal Gasi et al. · 2019 International Multi-Conference on Engineering, Computer and Information Sciences (SIBIRCON) · 2019 · 37 citations

Forecasting Methodology, Engineering, Russian Federation +18

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

Vadim Manusov, Alexandra I. Khalyasmaa, Dmitry V. Antonenkov et al. · Mathematics · 2020 · 35 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +16