PhD Researcher in AI-Driven State Estimation and Prediction

3 weken geleden

Eindhoven, Noord-Brabant, Nederland Eindhoven University of Technology Voltijd
Job Description

The Eindhoven University of Technology is seeking a highly motivated PhD researcher to join our research team in the field of AI-driven state estimation and prediction. The successful candidate will contribute to the development of novel AI-driven models and algorithms for power system monitoring and optimization.

Research Focus

The project focuses on the integration of physics-based models with physics-aware neural network structures to improve network observability and grid monitoring capability. The research will include the development of semi-real-time measurement solutions, uncertainty modeling of LV load/generation profiles, and increasing network observability with physics-aware neural network algorithms.

Job Requirements
  • A MSc degree related to modeling and analysis of power systems and distributed energy resources.
  • Having a good understanding of distribution grid planning and operation.
  • Experience in data-driven modeling, probabilities, stochastic optimization solutions is an advantage.
  • Skills in scientific programming and/or numerical computing in languages like Python, Julia, or MATLAB are advantages.
  • Excellent modeling skills in simulation tools such as PowerFactory or other equivalent open-source power system packages.
  • Enthusiasm in open-source and motivated to learn basic skills of scientific software engineering.
  • Ability to work in an interdisciplinary team and interested in collaborating with industrial partners.
  • Motivated to develop your teaching skills and coach MSc and BSc students.
  • Fluent in spoken and written English (C1 level).
  • Dutch language skill is an advantage.
Conditions of Employment

The Eindhoven University of Technology offers a meaningful job in a dynamic and ambitious university, in an interdisciplinary setting and within an international network. You will work on a beautiful, green campus within walking distance of the central train station. In addition, we offer:

  • Full-time employment for four years, with an intermediate evaluation (go/no-go) after nine months. You will spend 10% of your employment on teaching tasks.
  • Salary and benefits (such as a pension scheme, paid pregnancy and maternity leave, partially paid parental leave) in accordance with the Collective Labour Agreement for Dutch Universities, scale P (min. €2,872 max. €3,670).
  • A year-end bonus of 8.3% and annual vacation pay of 8%.
  • High-quality training programs and other support to grow into a self-aware, autonomous scientific researcher. At TU/e we challenge you to take charge of your own learning process.
  • An excellent technical infrastructure, on-campus children's day care and sports facilities.
  • An allowance for commuting, working from home and internet costs.
  • A Staff Immigration Team and a tax compensation scheme (the 30% facility) for international candidates.

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