Hitachi, Internship in Foundation Models and Optimization for Power Grids

Azienda
Hitachi Energy
Sede
Baden-Daettwil, Svizzera
Durata
6 mesi 
Area professionale
Informatica/ICT Engineering

Attività

  • Contribute to research activities on ML-based methods for power system monitoring
  • Investigate, deploy and refine foundation models for representing power grid topology, measurements, and operating conditions
  • Combine ML-driven methods with numerical optimization and power system physics
  • Evaluate the proposed methods through simulation studies and benchmarking
  • Report and disseminate results within the team, write technical documentation, and contribute creative ideas towards industrial implementation.

Requisiti principali

  • Enrolled in an MSc program in Electrical Engineering, Computer Science, Applied Mathematics, or a related field
  • Strong background in numerical optimization. Power system knowledge is a plus
  • Good knowledge of machine learning and deep learning. Exposure to graph neural networks, foundation model or machine learning adaptation strategies is a plus
  • Experience in Python or C++ programming and MATLAB
  • Experience with PyTorch or similar deep learning frameworks
  • Excellent communication skills, team player attitude, initiative, and creativity
  • Fluency in English, written and spoken.
Coesione Italia GDL 2021-2027
Cofinanziato dall'Unione Europea
Ministero del Lavoro e delle Politiche Sociali

Il progetto Stage4eu è cofinanziato dal Programma Nazionale Giovani, Donne e Lavoro FSE+ 2021 – 2027 (Piano INAPP 2023-2029)