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prof. Ing. Petr Musílek, Ph.D.

Workplace: PřF - Department of Informatics
professor
E-mail:

UHK Publications

HUSSAIN, Akhtar, P. MUSÍLEK. Energy management of buildings with energy storage and solar photovoltaic: A diversity in experience approach for deep reinforcement learning agents. ENERGY AND AI. 2024, 15 (January), "Article Number: 100313". ISSN 2666-5468.

MUSÍLEK, Petr, A. HUSSAIN. Equity-oriented power sharing and demand response for enhancing green energy access in mixed communities. Energy and Buildings. 2024, 308 (April), "Article Number: 114029". ISSN 0378-7788.

GHOLIZADEH, Nastaran, N. KAZEMI, P. MUSÍLEK. A Comparative Study of Reinforcement Learning Algorithms for Distribution Network Reconfiguration With Deep Q-Learning-Based Action Sampling. IEEE Access. 2023, 11 (February), 13714-13723. ISSN 2169-3536.

KAZEMI, Nazli, M. ABDOLRAZZAGHI, PE. LIGHT, P. MUSÍLEK. In-human testing of a non-invasive continuous low-energy microwave glucose sensor with advanced machine learning capabilities. BIOSENSORS & BIOELECTRONICS. 2023, 241 (December), "Article Number: 115668". ISSN 0956-5663.

HUSSAIN, Akhtar, V. BUI, P. MUSÍLEK. Local demand management of charging stations using vehicle-to-vehicle service: A welfare maximization-based soft actor-critic model. ETRANSPORTATION. 2023, 18 (OCTOBER), "Article Number:100280". ISSN 2590-1168.

KAZEMI, Nazli, P. MUSÍLEK. Resolution enhancement of microwave sensors using super-resolution generative adversarial network. Expert systems with applications. 2023, 213 (March), "Article Number: 119252". ISSN 0957-4174.

AVKHIMENIA, Vadim, M. GEMIGNANI, T. WEIS, P. MUSÍLEK. Deep Reinforcement Learning-Based Operation of Transmission Battery Storage with Dynamic Thermal Line Rating. ENERGIES. 2022, 15 (23), "Article Number: 9032". ISSN 1996-1073.

KAZEMI, Nazli, P. MUSÍLEK. Enhancing Microwave Sensor Performance With Ultrahigh Q Features Using CycleGAN. IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES. 2022, 70 (12), 5369-5382. ISSN 0018-9480.

HUSSAIN, Akhtar, P. MUSÍLEK. Fairness and Utilitarianism in Allocating Energy to EVs During Power Contingencies Using Modified Division Rules. IEEE TRANSACTIONS ON SUSTAINABLE ENERGY. 2022, 13 (3), 1444-1456. ISSN 1949-3029.

GHOLIZADEH, Nastaran, P. MUSÍLEK. Federated learning with hyperparameter-based clustering for electrical load forecasting. INTERNET OF THINGS. 2022, 17 (March), "Article Number: 100470". ISSN 2543-1536.

KARIMI, Soheila, L. DAWSON, P. MUSÍLEK, AM. KNIGHT. Forecast of transmission line clearance using quantile regression-based weather forecasts. IET GENERATION TRANSMISSION & DISTRIBUTION. 2022, 16 (8), 1639-1647. ISSN 1751-8687.

VANDERSTAR, Graeme, P. MUSÍLEK. Optimal Design of Distribution Overhead Powerlines Using Genetic Algorithms. IEEE TRANSACTIONS ON POWER DELIVERY. 2022, 37 (3), 1803-1812. ISSN 0885-8977.

BARTON, Tomas, P. MUSÍLEK. Probabilistic forecasting of dynamic thermal line rating with temporal correlations. INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS. 2022, 134 (JANUARY), "Article Number: 107443". ISSN 0142-0615.

HUSSAIN, Akhtar, P. MUSÍLEK. Reliability-as-a-Service Usage of Electric Vehicles: Suitability Analysis for Different Types of Buildings. ENERGIES. 2022, 15 (2), "Article Number: 665". ISSN 1996-1073.

HUSSAIN, Akhtar, P. MUSÍLEK. Resilience Enhancement Strategies For and Through Electric Vehicles. SUSTAINABLE CITIES AND SOCIETY. 2022, 80 (MAY), "Article Number: 103788". ISSN 2210-6707.

KAZEMI, Nazli, N. GHOLIZADEH, P. MUSÍLEK. Selective Microwave Zeroth-Order Resonator Sensor Aided by Machine Learning. SENSORS. 2022, 22 (14), "Article Number: 5362". ISSN 1424-8220.

HUSSAIN, Akhtar, P. MUSÍLEK. Utility-scale energy storage system for load management under high penetration of electric vehicles: A marginal capacity value-based sizing approach. JOURNAL OF ENERGY STORAGE. 2022, 56 (December), "Article Number: 105922". ISSN 2352-152X.

LASHKARI, Bahareh, P. MUSÍLEK. A Comprehensive Review of Blockchain Consensus Mechanisms. IEEE Access. 2021, 9 (březen), 43620-43652. ISSN 2169-3536.

KAZEMI, Nazli, K. SCHOFIELD, P. MUSÍLEK. A High-Resolution Reflective Microwave Planar Sensor for Sensing of Vanadium Electrolyte. SENSORS. 2021, 21 (11), "Article Number: 3759". ISSN 1424-8220.

SABUHI, Mikael, M. ZHOU, C. BEZEMER, P. MUSÍLEK. Applications of Generative Adversarial Networks in Anomaly Detection: A Systematic Literature Review. IEEE Access. 2021, 9 (November), 161003-161029. ISSN 2169-3536.