Battery Testing Optimization for Electric Vehicles: Machine Learning in Lab Management
vor 2 Wochen
We are seeking a highly motivated master's student to work on a research project focused on optimizing battery testing for electric vehicles using machine learning algorithms.
Project Overview
Batteries are a critical component of electric vehicles, and their testing and validation are essential for ensuring their performance and safety. However, the planning and management of battery testing facilities are complex tasks that require significant expertise and resources. In this project, we aim to develop and implement machine learning algorithms to optimize battery testing and improve the efficiency of testing facilities.
Responsibilities
- Analyze and adapt data models for battery testing
- Implement a simple test environment to simulate battery test lab
- Analyze state-of-the-art in ML applicable to plant management
- Select appropriate approaches and implement prototypes for tasks in the battery testing facility (e.g., allocate test equipment)
- Design an agent prototype that interacts with the environment
- Design dashboard prototypes to properly communicate necessary changes in resource allocation
Requirements
- Ongoing master study in the fields of Computer Science, Telematics, or Physics
- Good programming skills in Python
- C# skills appreciated
- Knowledge of machine learning algorithms (e.g., reinforcement learning)
- Knowledge of data structures and translations
- Good knowledge of German and English
- Presence from time to time at our headquarter in Graz required
We Offer
- You will have the opportunity to work on a real-world research project with a strong industry partner
- You will receive professional guidance and support from our experienced employees
- You will have the chance to exchange ideas with experts in the company and benefit from their expertise
About AVL
AVL is one of the world's leading mobility technology companies for development, simulation, and testing in the automotive industry and beyond. We provide concepts, solutions, and methodologies in fields like vehicle development and integration, e-mobility, automated and connected mobility (ADAS/AD), and software for a greener, safer, better world of mobility.
The successful completion of the thesis is remunerated with a one-time fee of EUR 3,500.-- before tax.
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Graz, Steiermark, Österreich AVL List GmbH VollzeitAbout the Thesis ProjectWe are seeking a highly motivated and skilled master's student to work on a thesis project focused on optimizing battery testing for electric vehicles using machine learning in lab management.Project OverviewThe demand for battery testing facilities is increasing rapidly, with capacities being reserved years in advance. The planning...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitAbout the Thesis OpportunityWe are seeking a highly motivated and skilled master's student to work on a research thesis project focused on optimizing battery testing for electric vehicles (EVs) using machine learning in lab management.Project OverviewBatteries are a critical component of EVs, and their testing and validation are essential for ensuring the...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Opportunity: Thesis Project in Battery Testing for Electric VehiclesWe are seeking a highly motivated master's student to work on a thesis project focused on optimizing battery testing for electric vehicles (EVs) using machine learning in lab management.Responsibilities:Analyze and adapt data models for battery testingImplement a simple test environment...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitAbout the ProjectWe are seeking a highly motivated master's student to work on a thesis project focused on optimizing battery testing for electric vehicles using machine learning algorithms.ResponsibilitiesAnalyze and adapt data models for battery testingImplement simple test environments to simulate battery test labsAnalyze state-of-the-art machine learning...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitAbout the Thesis Project:We are seeking a highly motivated master's student to work on a thesis project focused on optimizing battery testing for electric vehicles using machine learning techniques. The project aims to develop and implement a machine learning-based approach to improve the efficiency and accuracy of battery testing in a lab...
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