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FRFraunhofer-Gesellschaft

Thesis: Defect detection in laser cladding using scanners and camera technology(m/w/x)

Aachen
Full-timeOn-site
AI/ML
Data Science

At an application-oriented research organization with 76 institutes, integrating line scanners and adapting software for defect detection in laser cladding. Prior knowledge in additive manufacturing, laser technology, or programming preferred. Practice-oriented thesis, with flexible working hours.

Requirements

  • Studying a technical or scientific degree program
  • Interest in technical problems in application-oriented research
  • Responsible, independent, and structured approach to work
  • Prior knowledge in additive manufacturing, laser technology, or programming (NC, Python, C)

Tasks

  • Integrate a line scanner into existing machines
  • Adapt the software for the line scanner
  • Conduct experiments with various parameter variations in the LMD process
  • Digitize the results of the experiments
  • Use algorithms to extract surface characteristics like roughness and waviness
  • Develop a machine learning model for automatic detection of surface defects
  • Create process maps to identify suitable parameter areas for LMD processes

Education

  • Currently in higher education

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • C

Benefits

Flexible Working

  • Flexible working hours

Startup Environment

  • Creative interdisciplinary environment

Modern Office

  • Excellent office facilities

Other Benefits

  • Practice-oriented thesis

Parking & Commuter Benefits

  • Good transport connections
  • Parking spaces
  • E-charging station
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