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ZF is a global technology company supplying systems for passenger cars, commercial vehicles and industrial technology, enabling the next generation of mobility.

ZF allows vehicles to see, think and act. In the four technology domains of Vehicle Motion Control, Integrated Safety, Automated Driving, and Electric Mobility, ZF offers comprehensive product and software solutions for established vehicle manufacturers and newly emerging transport and mobility service providers. ZF electrifies a wide range of vehicle types. With its products, the company contributes to reducing emissions, protecting the climate and enhancing safe mobility.

Internship/ Master Thesis: Physics enhanced machine learning for vibration prediction

Country/Region:  BE
Location: 

Antwerpen, Antwerp, BE, 2600

Req ID 44713 Antwerpen, Belgium
     

We are looking for students (m/f/d) for ZF Wind Power in the noise and vibration research and development team at our location in Antwerp (Belgium), starting their internship/ thesis in April 2023.

 

You will study physics enhanced machine learning for vibration prediction of wind turbine gearboxes.

 

Your tasks:

  • Simulation of the dynamic behavior of gearboxes using data driven (machine learning) and physics based (multi-body) models
  • Research on new techniques to enhance data driven models with physical knowledge or vice versa
  • Evaluation of developed approaches with respect to their robustness and potential for generalization
  • Implementation of Gearbox Digital Twin functionality and automated calculation tools for gearboxes

 

Your profile:

  • Pursuing a degree in Mechanical Engineering, Data Science, or similar field of study
  • Programming skills (Python), first experience with machine learning
  • Basic knowledge of drive train and gear technology as well as first experiences with multi-body modelling are an advantage
  • Team spirit, analytical skills, quick comprehension, solution-oriented and independent working style
  • Excellent communication skills in English

 

Be part of our ZF team and apply now!

Contact

Helena Paul

(+49) 7541 77969121

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ZF is an Equal Opportunity and Affirmative Action Employer and is committed to ensuring equal employment opportunities for all job applicants and employees. Employment decisions are based upon job-related reasons regardless of an applicant's race, color, religion, sex, sexual orientation, gender identity, age, national origin, disability, marital status, genetic information, protected veteran status, or any other status protected by law.

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