Master's Thesis - Data mining of power consumption from 24V Power supply on vehicle

Teknik, data och digitalt · Data, AI och analys · Dataanalys · Data engineering

I korthet

TRATON offers a Master's Thesis project focused on data mining of 24V power supply consumption in commercial vehicles. The project involves analyzing operational data to understand energy consumption patterns, improve battery management, and support the development of data-driven strategies and predictive maintenance models. The position is based in Södertälje, Sweden, and requires strong analytical skills and familiarity with data analysis tools like MATLAB.

Ansvarsområden

Collecting and analyzing data from vehicles equipped with battery monitoring systems.
Classifying vehicles based on operating conditions and usage patterns.
Investigating driving profiles and related data concerning vehicle startability, operation, idling, and hoteling functions.
Developing MATLAB scripts for data processing and analysis.
Filtering and extracting relevant information from large datasets.
Creating visualizations and performing statistical analyses of the collected data.
Establishing a structured dataset that is easy to interpret and use for future studies.

Krav

Curious, motivated, and analytical student.
Strong interest in data analysis, electrical systems, and sustainable technologies.
Ability to work independently and communicate effectively with stakeholders and supervisors.
Basic understanding of 24V vehicle electrical and battery systems.
Familiarity with data analysis and modeling tools such as MATLAB.
Experience with MATLAB scripting.
Basic understanding of CANalyzer and CAN-based vehicle data.
Interest in data analytics, statistics, and visualization.
Fluency in English, both written and spoken.
Students from various engineering disciplines and educational backgrounds are encouraged to apply.

Önskade kvalifikationer

Students from various engineering disciplines and educational backgrounds are encouraged to apply.

Förmåner

Opportunity to gain practical experience.
Expand professional network.
Contribute to the development of future transportation solutions.
Collaborate with experienced engineers and specialists.
Gain valuable insight into one of the world's leading commercial vehicle manufacturers.

Färdigheter

MATLABData AnalysisStatisticsData VisualizationCANalyzer

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Om Scania Group

Scania is a world-leading provider of transport solutions committed to a better tomorrow. Our purpose is to drive the shift towards a sustainable transport system. In doing so, we are creating a world of mobility that’s better for business, society and our environment. Employing more than 50,000 people in about 100 countries, Scania’s research and development is concentrated in Sweden, while production takes place in Europe and South America.

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