Thesis Work: Defining Neural Networks for Classification of Data

This thesis work aims to change the way engineers analyze data in a way that allows only focusing on the most important issues where the data gathered on a global scale is too large to handle.
Sounds interesting? Then keep on reading!

This thesis work aims to evaluate and define neural networks in the setting of classifying recorded truck data to better understand faults and their root causes and reasons for them to perform well.
The exact goals of the project are to be defined as the thesis starts, but a preliminary list of goals include:
Study the state-of-the-art literature on neural networks aimed for finding data correlation but other structures might apply.

Evaluate different labeling and clustering methods and their effects on the NN output.
The final output should be that we can mark logs with potential bad shifts that an engineer can analyze.
The data you will be working with is collected over several years from our field test vehicles and can be labeled using statistical analysis. However, we believe that more advanced labeling is needed to make this a success!

Who do we believe you are?

To be successful in this Thesis work we hope you have studied, Systems, Control and Mechatronics, Data Science, Mechanical engineering, Physics or similar. Having knowledge about machine learning and neural networks is a requirement. The thesis work is recommended for two students as 30p Master thesis during winter and spring 2024.

Hopefully you are driven to take action and contribute with positive spirit and energy. We believe you enjoy collaborating with the teams and are open minded to diversity.

What can we offer?

We at the Driveline section offer an existing environment which will give you experience in state-of-the-art control technology in one of the world’s leading truck manufacturer. As a thesis worker you will have the opportunity to work on site together with experienced colleagues in the Lundby area. Please don’t hesitate to apply to this assignment!

We aim to create a diverse group with different strengths, experiences and knowledge. We utilize this diversity in our product development and your personality and engagement will be an important part of this.

We can’t promise you an effortless job, but what we can promise you is really skilled colleagues and some truly exciting challenges to work with. You will kick off your career in an environment that provides you with development opportunities both professionally and personally. We at Volvo Group want you to prosper and grow, because when you succeed, we succeed. Together we drive prosperity.

Curious, and have some questions? Call me!

Fredrik Löwgren
Group Manager Clutch and Shifting, BF63770
+46 31 322 2091
Volvo Trucks – The evolution of I-Shift in 20 years

Kindly note that due to GDPR, we will not accept applications via mail. Please use our career site.

We value your data privacy and therefore do not accept applications via mail.

Who we are and what we believe in
Our focus on Inclusion, Diversity, and Equity allows each of us the opportunity to bring our full authentic self to work and thrive by providing a safe and supportive environment, free of harassment and discrimination. We are committed to removing the barriers to entry, which is why we ask that even if you feel you may not meet every qualification on the job description, please apply and let us decide.

Applying to this job offers you the opportunity to join Volvo Group. Every day, across the globe, our trucks, buses, engines, construction equipment, financial services, and solutions make modern life possible. We are almost 100,000 people empowered to shape the future landscape of efficient, safe and sustainable transport solutions. Fulfilling our mission creates countless career opportunities for talents with sharp minds and passion across the group’s leading brands and entities.

Group Trucks Technology are seeking talents to help design sustainable transportation solutions for the future. As part of our team, you’ll help us by engineering exciting next-gen technologies and contribute to projects that determine new, sustainable solutions. Bring your love of developing systems, working collaboratively, and your advanced skills to a place where you can make an impact. Join our design shift that leaves society in good shape for the next generation.

Nous souhaitons mieux vous connaître

Processus de candidature


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