Physics-informed Learning Digital Twin for Offshore Wind Turbine Virtual Sensors

4 weken geleden


Rijswijk, Zuid-Holland, Nederland TNO Voltijd
Job Description

Project Overview

TNO is seeking a highly motivated master student to work on a research project focused on developing a physics-informed learning digital twin for offshore wind turbines. The project aims to design an effective self-calibrated learning digital twin for offshore wind turbines, leveraging artificial intelligence, data-driven, or machine learning approaches.

Key Responsibilities

  • Study and review state-of-the-art digital twin methods for offshore wind turbine applications
  • Develop a physics-informed learning digital twin for offshore wind turbines
  • Provide case studies on virtual sensor application through the developed digital twin
  • Assist TNO colleagues in further developing in-house code linked to the topic
  • Contribute to technical reports and presentations

Requirements

  • Relevant STEM degree (e.g., mathematics/physics, mechanical/aerospace engineering, or sustainable energy technology)
  • Currently enrolled in an MSc program
  • Enthusiasm for research and technology development
  • Highly motivated to work within the renewable energy industry or academia
  • Interest in digital system design
  • Strong programming skills (knowledge of Python, Matlab, and/or Simulink is an advantage)
  • Interest in renewable energy systems and machine learning algorithm design
  • Independent and self-motivated working attitude
  • Excellent communication skills in English (both verbally and in writing)

What We Offer

  • A highly professional and innovative internship environment within a team of top experts
  • A suitable internship allowance (€1,000 for wo-, hbo-, and mbo-students for a full-time internship)
  • Possibility of eight hours of free leave per internship month (for a full-time internship)
  • A free membership of, where you can meet other TNO professionals and join, such as sports activities, (work-related) courses, or the yearly ski-trip
  • Use of a laptop
  • An allowance for travel expenses in case you don't receive an OV-card


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