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FR
Fraunhofer-Gesellschaft
21d ago

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

Aachen
Full-timeOn-site
AI/ML
Data Science

Description

In this role, you will work on integrating advanced scanning technology into laser cladding processes, conduct experiments, and develop machine learning models to enhance defect detection and optimize parameters for industrial applications.

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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)

Education

Currently in higher education

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

Tools & Technologies

PythonC

Languages

EnglishBusiness Fluent

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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