Master Thesis – Predictive Model for Mass Flow Controllers
Share
Job Location:
Monthly Salary:
Posted on:
2 days ago
Vacancies:
1 Vacancy
Job Summary
At Sandvik Coromant we offer you the possibility to do a Master of Science thesisin developing a detection model capable of identifying irregularities in real process data. The goal is to predict component failure within our equipment areas chemical vapor deposition (CVD) physical vapor deposition (PVD) and sintering.
Welcome to a world leading global industrial player who believes in taking a holistic approach to manufacturing one that leads to healthy habits for the long term we believe in manufacturing wellness!
Background and scope of the project
Mass Flow Controllers (MFC) are critical for precise gas delivery. Failures such ascapillary or mainline cloggingandvalve output driftcan lead tomachine error rejectionsand unplanned downtime. Current maintenance is reactive causing scrap and big bang rejections.
Work description
In this project you build and evaluate a predictive model on current data outputs from mass flow control devices. You define future steps and recommend how we can implement AI for process equipment surveillance and what additional sensors or imaging that could be needed.
Included in your project:
- Assist production in feature extraction.
- Build a model that fits the situation (anomaly detection root cause classification remaining useful life estimation supervised or unsupervised learning techniques.
- Model integration with IT/OT.
Your background
- Master studies in Automation/Production/Computer engineering or similar.
- Skills and interest in information modeling AI and programming.
- Insights into process equipment are beneficial.
- Insights into the metal cutting industry and processes are beneficial.
- Excellent communication skills in English and/or Swedish.
The thesis project is based at our Västberga site in Stockholm.
Our culture
Innovation is in our DNA and were proud to shape the future of manufacturing in close collaboration with our customers and partners. We believe in an inclusive equal and open-minded culture and we nurture our diversities to form a solid foundation for achieving great results. Add fair and rewarding benefits as well as many different career opportunities in an inspiring global environment. Get to know us further on our website LinkedIn or Facebook page.
Duration of the project
The thesis project lasts 20 weeks starting as soon as possible. After approved thesis is completed Sandvik offers a lump sum compensation.
Contact information
Are you curious to know more about this thesis Please contact Are Yllö Product Owner of CVD at 46 (0)76-or
Weve already decided on which advertising channels and marketing campaigns we wish to use and respectfully decline any additional contact in that matter.
How to apply
Send your application no later than January 25th 2026. Click apply and include your resume and cover letter in English. Please note that we dont accept applications by e-mail. Job ID: R0086366.
Key Skills
- Python
- C/C++
- Fortran
- R
- Data Mining
- Matlab
- Data Modeling
- Laboratory Techniques
- MongoDB
- SAS
- Systems Analysis
- Dancing
