Doing your doctorate in three years, on issues from industrial practice and in a comprehensive scientific network? It’s possible – with a scholarship from Vorwerk International & Co. KmG at the Graduate School of Logistics (GSofLog) in Dortmund.
You can expect an innovative, interdisciplinary team, comprehensive academic supervision from top-class professors of logistics and statistics as well as an exciting practical problem – packaged in a structured doctoral program of the unique, purely industry-funded model of the Graduate School of Logistics.
Data-driven predictive maintenance with the use of statistical and machine learning methods to optimize spare parts management
Spare parts management is an important task for manufacturing companies in order to ensure lasting customer satisfaction and sustainable use of their products. Vorwerk International & Co. KmG would like to optimize its spare parts management based on data with the help of modern data-driven methods. Historical spare parts deliveries and product sales are to be analysed together using statistical methods and artificial intelligence. Time series forecasting as well as time-to-event analysis and joint and causal learning may also be used to forecast future demand for spare parts and provide a comprehensive assessment of product service life and the causes of defects.
The models developed are to be tested as prototypes at Vorwerk International and Vorwerk Germany in Switzerland and Germany.
Doctoral supervisor and first supervisor is Prof. Dr. Markus Pauly, Chair of Mathematical Statistics and Industrial Application at TU Dortmund University.
YOUR TOPIC?
Do you want to make this topic your research project? This is what you need:
- A very good Master’s degree with a data science focus (e.g. in statistics, data science, computer science, mathematics, industrial engineering or logistics).
- Complete application documents with cover letter, CV, certificates, a letter of recommendation from a university lecturer
- Communication skills, reliability and willingness to travel
- Very good knowledge of German and English
- Organizational skills as well as an independent and efficient way of working
- A spirit of research and the ability to work in a team
You will have a workplace at the TU Dortmund Logistics Campus and will be embedded in the structured doctoral model of GSofLog. Your doctoral supervisor, your day-to-day supervisor, the coordinator and the scholarship holders will accompany you throughout the three-year doctoral process. The full-time scholarship of 1,400-1,700 euros per month (tax-free) also includes a comprehensive travel budget.
If you find yourself, send your application documents in a PDF document by e-mail to: bewerbung@gsoflog.de
Application deadline is 2.12.2024.
ANY FURTHER QUESTIONS?
If you have any questions about the call for applications or the application process, you can find more information on our website www.gsoflog.de. Our team will also be happy to talk to you in person.
CONTACT
TU Dortmund | Graduate School of Logistics | Britta Scherer | Joseph-von-Fraunhofer-Str. 2-4 | 44227 Dortmund | Email: scherer@gsoflog.de | Phone: 0231 9743 413