Optimizing Battery Testing for Electric Vehicles: A Machine Learning Approach
vor 1 Woche
We are seeking a highly motivated master's student to contribute to the development of innovative machine learning algorithms for optimizing battery testing in electric vehicles.
About the Project
Batteries are a critical component of electric vehicles, and their testing requires a high degree of precision and efficiency. The planning process involves organizing workloads, parameters, and test procedures, mapping units under test to test equipment, and setting up equipment. This task surpasses human capabilities due to its complexity, and classic optimization methods reach their limits due to plant uncertainties and unpredictable behavior of the unit under test.
Your Responsibilities
- Analyze and adapt data models for battery testing
- Implement a simple test environment to simulate a battery test lab
- Analyze state-of-the-art machine learning approaches applicable to plant management
- Select appropriate algorithms and implement prototypes for tasks in the battery testing facility
- Design an agent prototype that interacts with the environment
- Design dashboard prototypes to communicate necessary changes in resource allocation
About AVL
AVL is a leading mobility technology company that provides concepts, solutions, and methodologies in fields like vehicle development and integration, e-mobility, automated and connected mobility, and software for a greener, safer, better world of mobility.
What We Offer
- You will have the opportunity to write your thesis independently and 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
- You will have the opportunity to immerse yourself in the world of AVL and embed your theoretical knowledge in a practical environment
Requirements
- Ongoing master's study in Computer Science, Telematics, or Physics
- Good programming skills in Python
- C# skills appreciated
- Knowledge of machine learning algorithms and data structures
- Good knowledge of German and English
Remuneration
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 VollzeitWe are seeking a highly motivated master's student to contribute to the development of innovative machine learning algorithms for optimizing battery testing in electric vehicles.About the ProjectBatteries are a critical component of electric vehicles, and their testing requires a high degree of precision and efficiency. The planning process involves...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitWe 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 algorithms.The project involves analyzing and adapting data models for battery testing, implementing a simple test environment to simulate a battery test lab, and analyzing state-of-the-art...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Description:We 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. The successful candidate will have the opportunity to work on a real-world problem, applying theoretical knowledge to a practical environment.Responsibilities:Analyze and...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Description:We 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. The successful candidate will have the opportunity to work on a real-world problem, applying theoretical knowledge to a practical environment.Responsibilities:Analyze and...
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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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Graz, Steiermark, Österreich AVL VollzeitJob DescriptionJob Title: Thesis - Optimizing Battery Testing for EVs: Machine Learning in Lab ManagementJob Summary:We 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 techniques. The successful candidate will have the opportunity to...
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Graz, Steiermark, Österreich AVL VollzeitJob Title: Thesis - Optimizing Battery Testing for EVs: Machine Learning in Lab ManagementAbout the Job:We 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 techniques. The successful candidate will have the opportunity to work closely...
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Graz, Steiermark, Österreich AVL VollzeitJob DescriptionResponsibilities:Analyze and adapt data models for battery testing to optimize performance and efficiency.Design and implement a test environment to simulate battery test lab conditions.Research and analyze state-of-the-art machine learning techniques applicable to plant management.Select and implement suitable approaches and prototypes for...
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Graz, Steiermark, Österreich AVL VollzeitJob DescriptionResponsibilities:Analyze and adapt data models for battery testing to optimize performance and efficiency.Design and implement a test environment to simulate battery test lab conditions.Research and analyze state-of-the-art machine learning algorithms applicable to plant management.Select and implement suitable approaches for tasks in the...
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Graz, Steiermark, Österreich AVL VollzeitJob DescriptionResponsibilities:Analyze and adapt data models for battery testing to optimize performance and efficiency.Design and implement a test environment to simulate a battery test lab, ensuring accurate and reliable results.Research and analyze state-of-the-art machine learning techniques applicable to plant management, identifying areas for...
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Machine Learning Researcher
vor 2 Wochen
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