Master Thesis Opportunity at NIRA Dynamics

4 weeks ago


Linköping, Östergötland, Sweden NIRA Dynamics Full time
About the Project:

The goal of this assignment is to develop a map of road segments identifying whether they are in shade or sunlight. This map will be generated using data collected from a fleet of vehicles, focusing on solar irradiance readings. Additional data may be sourced from our own databases, open repositories, or paid sources to improve accuracy and coverage.

This shade mapping is critical for understanding sunlight exposure patterns and will be used as an input to model road surface temperature. By accurately mapping which road segments are in shade and which are exposed to direct sunlight, more precise road temperature predictions can be made.

A key component of our Winter Road Insights (WRI) cloud service, this project aims to enhance the accuracy of road surface temperature predictions. WRI targets anyone working in winter maintenance, incorporating data sources such as experienced friction, air temperature, and wet state.

Your Role:

We are seeking an engineering student in a master's program with a specialization in Y, D, M, F or equivalent. Knowledge within areas like Python Programming, AWS Cloud Services, Machine Learning, Data Processing and Analysis, Statistical Modeling, and Software Development is beneficial.

As a collaborative member of our team, you will work independently, carrying out the thesis at our head office in Linköping. We expect you to have a solid academic record, be driven, and take initiative. Your application should include a personal letter, CV, and course listing with grades.



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