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Author

Petr Musilek

3 papers indexed here

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Open access Oct 2026

ARGUS: An MCP-Based Agentic LLM Architecture for Distribution Grid Decision Support

Modern power distribution grids are becoming increasingly complex due to dynamic network configurations, evolving customer behaviors, and fluctuating power demands. These factors introduce indirect spatial and temporal dependencies that critically affect voltage profiles, line loading, power losses, and overall system...

Suhani Mohanty, Rayner Dcunha, Marek Z. Reformat et al. · 0 citations
Preprint Sep 2026

DER-Fault: A Simulation-Based Fault Dataset for DER-Integrated Distribution Systems Under Diverse Operating Conditions

The growth of distributed energy resource (DER) integration introduces greater variability in distribution system operating conditions, creating a need for comprehensive datasets for developing and evaluating data-driven fault diagnostic methods. This paper presents \textbf{DER-Fault}, a simulation-based dataset genera...

Fathima Razeeya Mohamed Razick, Petr Musilek · 0 citations
Open access Jul 2026

GCN-Based Model for Fault Classification in Distribution Networks under Harmonic Distortion

Comparative analyses with convolutional neural network, long-short-term memory, and multi-layer perceptron architectures, demonstrate that the proposed model delivers superior classification performance, particularly under the most stressed condition with 70% photovoltaic penetration and 5% harmonic distortion.

Fathima Razeeya Mohamed Razick, Syed Muhammad Ahsan, Petr Musilek · 0 citations

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