Power Systems - Modeling of electrical networks
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Work description
- Prepare a state-of-the-art report on topological reconstruction methodologies; - Identify typical data availability scenarios (e.g., known total/partial connectivity, impedance errors, types of measurements available); - Familiarize yourself with the methodology currently developed at INESC TEC; - Implement improvements to the methodology to meet the scenarios mentioned above; - Study and prepare a report on Foundation Models, particularly on possible applications in electrical power systems; - Apply methodologies based on Foundation Models to the problem of topological reconstruction.
Minimum profile required
Advanced knowledge of a programming language (e.g. Python, C++).
Preference factors
- Knowledge of electrical distribution networks - Knowledge of machine learning and optimization algorithms. - Experience in software development and APIs. - Fluency in English (written and spoken).
Application Period
Since 17 Jul 2025 to 30 Jul 2025
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Centre
Power and Energy Systems