Bachelor-/Masterthesis (m/w/d): Data Analytics Predictive Maintenance

AEG Power Solutions offers a wide range of future-oriented career opportunities for people with the appropriate skills and the drive to make the difference in an agile, customer-focused, and global organization. AEG Power Solutions is looking for team players who want to continue to efficiently secure power supply to all types of infrastructures, contribute to renewable energy integration with its energy storage solutions and hydrogen production solution.

Put the skills you have acquired during your studies into practice and complete your final thesis with us.

 To optimize service and ensure operational reliability, it is essential to be able to reliably estimate the service life of all components.  Power electronics are exposed to various influences during operation that affect the service life of the components. The predictive maintenance approach allows to optimize maintenance intervals by the information extracted from the device, a digital model and a database.  

Tasks and goals

• Literature research, overview of the state of the art
• Investigation of UPS topology and determination of characteristics for lifetime estimation of critical components. 
• Implementation of data storage and transmission from the UPS 
• Creation of a model for lifetime prediction of the investigated components based on the measured characteristics from the UPS
• Investigation of AI algorithms to improve lifetime prediction 
• Goal: Lifetime prediction of critical components in the UPS system

requirements:

• Attendance of the lectures Power Electronics (or comparable course) 

• Experience with simulation tools like Matlab or Octave

• Knowledge in microcontroller programming

What we offer:

• An innovative, global company that combines tradition with modernity

• A modern team 

• We deal with the future technologies of tomorrow, with your work you can help shape them in a groundbreaking way

• Exciting tasks in the field of energy supply (from classic areas to the energy transition)

• Excellent working atmosphere and adequate space for your ideas; it is explicitly desired that you contribute actively

• A positive welcome culture and excellent induction by our experienced colleagues

• Large canteen with a wide selection on the company premises

Please feel free to send us your documents to: career.de@aegps.com

We look forward to receiving your application documents!
We generally ask you to refrain from sending paper applications - in doing so, you and we are making a contribution to environmentally conscious behavior.

AEG Power Solutions GmbH

Emil-Siepmann-Str. 32
59581 Warstein-Belecke