PhD position with research focus on condition monitoring of key power unit components using acoustic emissions and machine learning

LEC GmbH

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published on Feb 11, 2025 05:28 PM

Get familiar with large ICE condition monitoring processes
Develop in-depth knowledge of acoustic emission analysis and related AI/ML techniques
Gain practical knowledge of how to obtain acoustic emission or similar data experimental investigations or engine tests
Support in generating a comprehensive database
Identify and evaluate data-driven approaches which serve to establish condition monitoring applications
Analyze the data obtained and realize data-driven approaches for condition monitoring of key power unit components
Interact closely within the LEC’s research team and with key persons from industry project partners
Communicate the project results in regular internal meetings and to project partners
Disseminate the project results in the form of scientific publications and elaborate a doctoral thesis
Good analytical skills combined with problem-solving orientation
Interest in AI and in particular in ML techniques
Experience in data analysis using Python, R or similar
Interpersonal skills with initiative and perseverance
Collaborative work in a multidisciplinary team
Not afraid of technical writing
Fluent in English, German is a plus

Qualified degree (MSc) in mechanical engineering, electrical engineering, physics or similar
Availability of outstanding research infrastructureat the Graz University of Technology campus
Option to work part-time from home