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Master thesis: Vision and Machine learning to detect quality deviation

Description of the thesis work
The Volvo truck plant in Tuve produces frame rails for truck chassis in an automated process that uses roll forming, punching, plasma cutting and surface treatment to manufacture a unique set of frame rails for each truck.
There is a wish to automatically detect deviations in surface treatment, frame rail shape and the position of holes. Due to the high variation of the products, it is not feasible to in advance define exactly each possible position of an error. Therefore, the plan is to use a vision system combined with machine learning to locate deviations.
Tasks
  • Collaborate with our technology supplier to create a process for verification using cameras and machine learning algorithms.
  • Evaluate where in the process it is suitable to perform the verification.
  • Proof of concept: Demonstrate what deviations the new process will find.
Education: Computer Science, Software Engineering, Information Technology, Automation and Mechatronics
Education level: Master of Science
Language: Swedish & English
To simplify the collaboration with assembly operators we require that at least one group member speak Swedish.
Number of students: Two (2)
Start date: 2022-01-17
Contact:
Mikael Granbom
Process Technology Manager
+46 73 9026329

The Volvo Group drives prosperity through transport solutions, offering trucks, buses, construction equipment, power solutions for marine and industrial applications, financing and services that increase our customers’ uptime and productivity. Founded in 1927, the Volvo Group is committed to shaping the future landscape of sustainable transport and infrastructure solutions. Countless career opportunities are offered across the group’s leading brands and entities that share a culture of Trust, Passion, High Performance, Change and Customer Success. 
www.volvogroup.com/career. 

A new era is here. Technologies such as big data, automation and artificial intelligence are changing the way we look at manufacturing and logistics. Volvo Group Trucks Operations is the organization responsible for truck manufacturing and logistics within the Volvo Group and is shaping future industries.

Volvo Group Trucks Operations encompasses all production of the Group’s engines and transmissions as well as the production of Volvo, Renault and Mack trucks. The organization is also responsible for spare parts supplies to the Group’s customers and for designing, operating and optimizing logistics and supply chains for all brands. Together, Volvo Group Trucks Operations represents 30,000 employees at 30 plants and 50 distribution centers across the globe. Our global industrial footprint offers an opportunity for an international career in a state-of-the-art industrial environment, in which continuous improvement is the foundation. Join our teams as well!

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