Kateryna Morozovska

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Fault Diagnosis

Optimal Planning

Top Venues

Publications

Federica Bragone, Kateryna Morozovska, Tomas Rosén, Daniel Söderberg, Stefano Markidis
Time Series Predictions Based on PCA and LSTM Networks: A Framework for Predicting Brownian Rotary Diffusion of Cellulose Nanofibrils. ICCS (1) (2024)
Ibai Ramirez, Joel Pino, David Pardo, Mikel Sanz, Luis Del Rio, Alvaro Ortiz, Kateryna Morozovska, Jose Ignacio Aizpurua
Residual-based Attention Physics-informed Neural Networks for Efficient Spatio-Temporal Lifetime Assessment of Transformers Operated in Renewable Power Plants. CoRR (2024)
Dennis Bogatov Wilkman, Lifei Tang, Kateryna Morozovska, Federica Bragone
Self-Supervised Transformer Networks for Error Classification of Tightening Traces. ICMLA (2022)
Federica Bragone, Khaoula Oueslati, Tor Laneryd, Michele Luvisotto, Kateryna Morozovska
Physics-Informed Neural Networks for Modeling Cellulose Degradation in Power Transformers. ICMLA (2022)
Oliver Welin Odeback, Federica Bragone, Tor Laneryd, Michele Luvisotto, Kateryna Morozovska
Physics-Informed Neural Networks for prediction of transformer's temperature distribution. ICMLA (2022)
Kateryna Morozovska, Miguel Heleno, Alan Valenzuela, Patrik Hilber
Including Dynamic Line Rating Into the Optimal Planning of Distributed Energy Resources. IEEE Trans. Smart Grid 12 (6) (2021)
Zhongtian Li, Kateryna Morozovska, Patrik Hilber, Tor Laneryd, Stefan Ivanell
Sizing Transformer Considering Transformer Thermal Limits and Wind Farm Wake Effect. ISGT Asia (2021)
Vageesh Chakrapani Manakari, Sandra Thengius, Akshaya Tammanur Ravi, Kateryna Morozovska, Patrik Hilber
Minimization of Wind Power Curtailment using Dynamic Line Rating. ISGT-Europe (2020)