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PhD Position in Synthetic Data Generation using Multivariate Models

2 maanden geleden


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

The Eindhoven University of Technology is seeking a highly motivated researcher to join our team in the field of power system modeling and analysis. The successful candidate will work on a project focused on synthetic data generation using multivariate models, with the goal of enhancing network observability and grid monitoring.

Key Responsibilities
  • Develop scalable approaches for synthetic data generation using multivariate models
  • Combine top-down and bottom-up approaches into a stable solution
  • Design algorithms for data aggregation and anonymization
  • Validate developed algorithms in simulation environments with grid use-case scenarios
  • Integrate and validate solutions in virtual grid environments
Requirements
  • MSc degree in a relevant field, such as power systems engineering or data science
  • Good understanding of distribution grid planning and operation
  • Experience in data-driven modeling, probabilities, and stochastic optimization solutions
  • Skills in scientific programming and/or numerical computing in languages like Python, Julia, or MATLAB
  • Excellent modeling skills in simulation tools such as PowerFactory or equivalent open-source power system packages
  • Ability to work in an interdisciplinary team and collaborate with industrial partners
  • Fluent in spoken and written English (C1 level)
What We Offer
  • Full-time employment for four years, with an intermediate evaluation after nine months
  • Salary and benefits in accordance with the Collective Labour Agreement for Dutch Universities
  • High-quality training programs and other support to grow into a self-aware, autonomous scientific researcher
  • Excellent technical infrastructure, on-campus children's day care, and sports facilities