Thesis Work for system design for predictive analysis and machine learning in industrial automation
ABB A/S
Placering
Västerås
Thesis Work for system design for predictive analysis and machine learning in industrial automation
Take your next career step at ABB with a global team that is energizing the transformation of society and industry to achieve a more productive, sustainable future. At ABB, we have the clear goal of driving diversity and inclusion across all dimensions: gender, LGBTQ+, abilities, ethnicity and generations. Together, we are embarking on a journey where each and every one of us, individually and collectively, welcomes and celebrates individual differences.
In industrial automation a huge collection of data is generated every day. The data can be used to help ABB to identify anomalies and failures before it happens. Now ABB like to use the data to help our customer to get a better production and less outages. The target of the thesis work is to build a system design to support predictive analysis and building a machine learning model for failure detection. The thesis also includes a proof-of-concept implementation of the proposed system model. Details: • Early 2024 (Commonly January to June) • Number of credits: 30 (master thesis) • Number of students: Two • Location: On site in Västerås, Sweden
Your responsibilities
- Go through a typical design cycle of defining requirements, producing, and evaluating the concept
- Using state of the art research to identify a suitable database solution to support predictive data analysis
- Explore various sensor signals to motivate predictive analysis in the context of machine learning for failure detection
- Implement proof of concept to visualize the outcome of the machine learning algorithms using for example Power BI
Your background
- Computer science
- Data science
- Proficient in software development
- Experience in databases
- Experience in Machine learning
- Studying at a Swedish university
More about us
More information: Recruiting Manager Mikael Meinhardt, + 46 730 66 77 93, will answer your questions. Positions are filled continuously. Apply with your CV, academic transcripts and a cover letter in English latest by the 7th of December, 2023. We look forward to receiving your application (documents submitted in English are appreciated). If you want to discover more about ABB, take another look at our website www.abb.com. #LI-hybrid
Locations
Västerås, Sweden
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