PhD Researcher in AI for Power Electronics Reliability Modelling

7 dagen geleden

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

Job Description

We are seeking a highly motivated PhD researcher to join our team at the Eindhoven University of Technology. The successful candidate will contribute to innovative research at the forefront of AI in Power Electronics, focusing on developing novel AI-based methods to model complex component degradation and failure interactions within Power Electronic Converters (PECs).

The overarching goal of this project is to support PECs design for reliability by developing interpretable and data-aware models tailored to deal with uncertainty and sparse data. The research will involve laboratory experiments within the Power Electronic Lab for data collection and testing purposes.

You will design and lead the research project with the guidance of the supervisory team, publishing the results in international journals and conferences to communicate with academia and other societal stakeholders.

Academic and Research Environment

You will become part of the Eindhoven Artificial Intelligent Systems Institute (EAISI), the Operations, Planning, Accounting and Control Group (OPAC) at the Department of Industrial Engineering & Innovation Science (IE&ES), and the Power Electronics Lab within the Department of Electrical Engineering at TU/e.

You will interact with other PhD researchers working on AI and data-driven methods in various fields, including industrial and electrical engineering. You will learn, apply, and improve diverse modelling techniques to support the creation of future-proof reliable power electronics.

Job Requirements

  • A master's degree in Electrical and Electronics Engineering, Systems Engineering, Systems and Control Engineering, (Applied) Mathematics, Engineering Mathematics, and other related fields;
  • Capability and passion for working on challenging topics that have both fundamental and applied research aspects;
  • Strong competence in analytical skills, mathematical skills, and quantitative modeling;
  • Willingness to perform lab work;
  • Strong expertise in programming, including proficiency in languages commonly used in data analysis and machine learning, such as Python;
  • Excellent verbal and written communication skills to collaborate in an international setting;
  • Fluent in spoken and written English (C1 level);
  • Ability to work in an interdisciplinary team and collaborate with industrial partners;
  • Motivated to develop your teaching skills and coach students;

Conditions of Employment

We offer 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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