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Tomas Vantuch
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The power quality forecasting model for off-grid system supported by multiobjective optimization
T Vantuch, S Mišák, T Ježowicz, T Buriánek, V Snášel
IEEE Transactions on Industrial Electronics 64 (12), 9507-9516, 2017
442017
A complex classification approach of partial discharges from covered conductors in real environment
S Misák, J Fulnecek, T Vantuch, T Buriánek, T Jezowicz
IEEE Transactions on Dielectrics and Electrical Insulation 24 (2), 1097-1104, 2017
242017
Machine learning based electric load forecasting for short and long-term period
T Vantuch, AG Vidal, AP Ramallo-González, AF Skarmeta, S Misák
2018 IEEE 4th World Forum on Internet of Things (WF-IoT), 511-516, 2018
232018
A power quality forecasting model as an integrate part of active demand side management using Artificial Intelligence Technique-Multilayer Neural Network with Backpropagation …
J Stuchly, S Misak, T Vantuch, T Burianek
2015 IEEE 15th International Conference on Environment and Electrical …, 2015
212015
Evolutionary based ARIMA models for stock price forecasting
T Vantuch, I Zelinka
ISCS 2014: Interdisciplinary Symposium on Complex Systems, 239-247, 2015
202015
An examination of thermal features’ relevance in the task of battery-fault detection
T Vantuch, J Fulneček, M Holuša, S Mišák, J Vaculík
Applied Sciences 8 (2), 182, 2018
162018
A novel approach to adaptive active relay protection system in single phase AC coupling Off-Grid systems
S Misak, J Stuchly, J Vramba, T Vantuch, D Seidl
Electric power systems research 131, 159-167, 2016
132016
The estimation of the influence of household appliances on the power quality in a microgrid system
V Blazek, M Petruzela, T Vantuch, Z Slanina, S Mišák, W Walendziuk
Energies 13 (17), 4323, 2020
122020
Towards the character and challenges of partial discharge pattern data measured on medium voltage overhead lines
S Mišàk, J Fulneček, T Vantuch, L Prokop
2019 20th International Scientific Conference on Electric Power Engineering …, 2019
122019
Fault detection for covered conductors with high-frequency voltage signals: From local patterns to global features
K Chen, T Vantuch, Y Zhang, J Hu, J He
IEEE Transactions on Smart Grid 12 (2), 1602-1614, 2020
92020
Multi Objective Optimization in Charge Management of Micro Grid Based Multistory Carpark
L Prokop, T Vantuch, S Mišák
Energies 11 (7), 1791, 2018
92018
A holistic approach to power quality parameter optimization in AC coupling Off-Grid systems
S Misak, J Stuchly, T Vantuch, T Burianek, D Seidl, L Prokop
Electric Power Systems Research 147, 165-173, 2017
92017
Power quality prediction designed as binary classification in AC coupling Off-Grid system
T Vantuch, S Mišák, J Stuchlý
2016 IEEE 16th International Conference on Environment and Electrical …, 2016
72016
A novel approach of partial discharges detection in a real environment
S Mišák, T Ježowicz, J Fulneček, T Vantuch, T Buriánek
2016 IEEE 16th International Conference on Environment and Electrical …, 2016
72016
Dimensionality reduction method's comparison based on statistical dependencies
T Vantuch, V Snasel, I Zelinka
Procedia Computer Science 83, 1025-1031, 2016
72016
Dynamical properties of partial-discharge patterns
M Lampart, T Vantuch, I Zelinka, S Mišák
International Journal of Parallel, Emergent and Distributed Systems 33 (5 …, 2018
62018
A complex network based classification of covered conductors faults detection
T Vantuch, J Gaura, S Misak, I Zelinka
Intelligent Data Analysis and Applications: Proceedings of the Third Euro …, 2017
62017
Towards the text compression based feature extraction in high impedance fault detection
T Vantuch, M Prílepok, J Fulneček, R Hrbáč, S Mišák
Energies 12 (11), 2148, 2019
52019
Perturbations and phase transitions in swarm optimization algorithms
T Vantuch, I Zelinka, A Adamatzky, N Marwan
Natural Computing 18, 579-591, 2019
42019
Analysis of time series data
T Vantuch
Vysoká škola báňská-Technická univerzita Ostrava, 2018
42018
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