Internship in Foundation Models & Optimization for Power Grids
hitachi · Baden-Daettwil
Description du poste
About the role
The System and Automation team at Hitachi Energy’s Swiss research centre seeks a motivated intern to apply machine‑learning techniques to accelerate numerical algorithms for real‑time power‑system monitoring. You will work on cutting‑edge research that supports more reliable, efficient and resilient grid operation over a six‑month period.
Key responsibilities
- Research and develop ML‑based methods for power‑system monitoring.
- Investigate and adapt foundation models to represent grid topology, measurements and operating conditions.
- Combine ML approaches with numerical optimisation and power‑system physics.
- Evaluate solutions through simulation studies and benchmarking.
- Document results, write technical reports and contribute ideas for industrial implementation.
Required profile
- Enrolled in an MSc program in Electrical Engineering, Computer Science, Applied Mathematics or a related field.
- Strong background in numerical optimisation; power‑system knowledge is a plus.
- Good knowledge of machine learning and deep learning; exposure to graph neural networks or foundation models is advantageous.
- Excellent communication skills in English and a proactive, team‑player attitude.
Required skills
- Python programming
- C++ programming
- MATLAB
- PyTorch or similar deep‑learning framework
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hitachi
Baden-Daettwil