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Thesis Work - Predictive maintenance based on pointcloud comparison algorithm

Thesis Worker at Volvo Cars

Welcome to explore the world of Volvo Cars by writing your thesis with us! As a thesis worker in our organization you are supported by a supervisor who follows you during your project. All thesis projects are arranged in business critical areas and therefore you will be able to contribute to our company purpose – providing freedom to move in a safe, sustainable and personal way – from day one! 

 

 

Background
Looking for an interesting Bachelor Thesis project with both hands on and theoretical work? We are looking for enthusiastic students to work where you will be a vital part contributing within the safety and LiDAR perception domain! Sounds interesting? Keep reading!

 

Development of new vehicles, including technologies such as automated driving and electrification is challenging the test, verification, and validation environment at proving grounds. Reliability and durability must be of highest level as a fault could have catastrophic impact on road safety. To ensure the reliability and durability, the vehicles must pass intense testing in a challenging environment, normally in a closed proving ground environment. The tracks at Hällered have a high traffic load and is exposed to wear and tear which can affect the quality of the testing and even safety. There is therefore important to ensure that the tracks are in a good condition to be able to perform high quality and repeatability testing.
 

Scope
The task is to propose a method and develop an algorithm to detect wear and tear on the test tracks to be able to determine the exact wear to be used to predict the maintenance need for the tracks. This will be carried out by using state-of-the-art LiDAR instruments to generate a point-cloud which will be used to feed the algorithm. The output from the algorithm should give an indication on how the condition of the track have changed over time. 

 

Some key points to consider: 
• Software algorithm developing 
• Hands on LiDAR development 
• Methodology development 

 

Deliverables 
The main output from the thesis project should be the following deliverables: 
• A well-documented software written in python, with easily changeable algorithms parameters and easily interpretable output. 
• Demonstration of the end-to-end solution on the test track. 
• A report describing relevant findings, e.g., connected to the key points above

 

Related papers: A Comparison Method for 3D Laser Point Clouds in Displacement Change Detection for Arch Dams https://www.mdpi.com/2220-9964/10/3/184/htm
 

Your contribution is our future
A Requirement for this position is that you are currently enrolled in an ongoing Bachelor of Science program and possess Driver license B. Related areas for this thesis are software, civil engineering, and systems. This thesis work will require you to be on-site, at Volvo Cars, Proving Ground Hällered, Sweden.


Duration
Proposed/estimated work period is starting January and up to 6 months forward in a pair of 2 students. 15 ECTS (Bachelor academic credits). 

 

Be part of the change – apply today!
Selection will be ongoing during the application period, so do not hesitate to send in your application. Attach your CV and personal letter stating your interests within the given area and your thoughts and credentials.

Apply as soon as possible but no later than 31th of October.
 

Please note that due to GDPR applications via email will not be accepted.
 

For questions about the thesis work please contact, Arvid Pearson, arvid.pearson@volvocars.com.

 

For information about the recruitment process, please contact Niclas Brandt, niclas.brandt@volvocars.com
 

 

We are Volvo Cars

Volvo Cars is a company on a mission to bring traditional car manufacturing into a connected, sustainable and smart future. Since 1927, we've known for our commitment to safety and for creating innovative cars that make life less complicated. In 2010, we decided to radically redefine our business, resulting in a totally new generation of cars and technology, as well as steady growth and record sales - and we're only getting started. By 2025, we aim to have yearly sales of 1.2 million cars, 50% which will be electrical vehicles and sold directly to customers through digital channels. We also intend to strengthen our position as a modern, progressive employer committed to diversity and gender and racial equality. We believe in the power of people. Join us and be part of Volvo Cars' transformation.

Hällered, SE

Job requisition ID:  61718

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