Aktuelle Jobs im Zusammenhang mit Optimize Battery Testing for Electric Vehicles: Machine Learning in Lab Management - Graz, Steiermark - AVL List GmbH
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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 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 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 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 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 VollzeitJob Description:We are seeking a highly motivated and skilled Machine Learning Engineer to join our team at AVL List GmbH. As a Machine Learning Engineer, you will be responsible for developing and implementing advanced machine learning algorithms for predicting the output voltage of Li-Ion batteries.Responsibilities:Develop and train machine learning models...
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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 List GmbH VollzeitResponsibilities:Analyze and adapt data models for battery testing to improve efficiency and accuracy.Design and implement a test environment to simulate battery test lab conditions, ensuring reliable and repeatable results.Study and apply state-of-the-art machine learning techniques to optimize plant management and battery testing processes.Develop and...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitAbout the Project:We are seeking a highly motivated and skilled Machine Learning Engineer to join our team at AVL List GmbH. As a Machine Learning Engineer, you will be responsible for developing and implementing machine learning methods for testing battery and fuel cells.Your Responsibilities:Develop and implement machine learning algorithms for battery and...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitWe are seeking a highly motivated and skilled Machine Learning Expert to join our team at AVL List GmbH. The successful candidate will be responsible for developing and implementing machine learning methods for testing battery and fuel cells.Key ResponsibilitiesDevelop and implement machine learning algorithms for testing battery and fuel cellsCollaborate...
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Graz, Steiermark, Österreich AVL VollzeitJob Opportunity:We are seeking a highly motivated and skilled individual to join our team at AVL as a thesis researcher in machine learning. The successful candidate will work on developing and implementing machine learning methods for testing batteries and fuel cells.Responsibilities:Develop and implement machine learning algorithms for battery and fuel...
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Graz, Steiermark, Österreich AVL VollzeitAbout the Project:We are seeking a highly motivated student to work on a thesis project focused on machine learning-based testing of battery and fuel cells. The successful candidate will develop and implement machine learning methods to improve the testing pipeline at AVL.Your Responsibilities:Develop machine learning algorithms to analyze and improve...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitWe are seeking a highly skilled Machine Learning expert to join our team at AVL List GmbH. As a key member of our research team, you will be responsible for developing and implementing Machine Learning methods for the virtual testing of autonomous driving vehicles.Key ResponsibilitiesDevelop and compare Machine Learning methods for efficient scenario...
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Machine Learning Researcher
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Requirements:Develop machine learning methods for battery and fuel cell testingImplement developed methods into AVL testing pipelineOvercome limitations of sparse and out-of-distribution training datasetsQualifications:Ongoing studies in Computer Science, Telematics, Physics, or Electrical EngineeringGood programming skills in Python or C++Knowledge of...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitThesis Opportunity: Comparing ML Methods for Battery Voltage EstimationWe are seeking a highly motivated and skilled electrical engineer to work on a thesis project focused on comparing machine learning methods for Li-Ion battery voltage prediction.Your ResponsibilitiesDevelop and implement machine learning algorithms for battery voltage predictionCompare...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Description:We are seeking a highly motivated research assistant to work on a thesis project focused on machine learning for Li-ion battery voltage prediction. The successful candidate will have the opportunity to work on a cutting-edge project, collaborating with our experienced team to develop and implement machine learning algorithms for battery...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitThesis Opportunity: Machine Learning for Li-Ion Battery Voltage PredictionWe are offering a thesis opportunity in the field of machine learning for Li-Ion battery voltage prediction. Your responsibilities will include:Developing and implementing machine learning algorithms for Li-Ion battery voltage estimationComparing the performance of different machine...
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Machine Learning Researcher for Autonomous Driving
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Title: Machine Learning Researcher for Autonomous DrivingAbout the Job:We are seeking a highly skilled Machine Learning Researcher to join our team at AVL List GmbH. As a Machine Learning Researcher, you will be responsible for developing and implementing Machine Learning algorithms for the virtual testing of autonomous driving vehicles.Your...
Optimize Battery Testing for Electric Vehicles: Machine Learning in Lab Management
vor 2 Monaten
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 in lab management.
Project OverviewThe demand for battery testing facilities is increasing rapidly, with capacities being reserved years in advance. The planning process involves a multitude of tasks, including workload organization, parameter setup, and test procedure management. However, the complexity of this process surpasses human capabilities, and classic optimization methods reach their limits due to plant uncertainties and unpredictable behavior of the unit under test.
Research Objectives- Analyze and adapt data models for battery testing
- Implement simple test environments to simulate battery test labs
- Analyze state-of-the-art machine learning algorithms applicable to plant management
- Select and implement prototypes for tasks in the battery testing facility (e.g., allocating test equipment)
- Design an agent prototype that interacts with the environment
- Design dashboard prototypes to communicate necessary changes in resource allocation
- Ongoing master's study in Computer Science, Telematics, or Physics
- Good programming skills in Python
- C# skills are appreciated
- Knowledge of machine learning algorithms (e.g., reinforcement learning)
- Knowledge of data structures and translations
- Good knowledge of German and English
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.
What We Offer- The opportunity to work on a real-world project with a significant impact on the electric vehicle industry
- Professional guidance and support from experienced employees
- The chance to exchange ideas with experts in the company and benefit from their expertise
- A one-time fee of EUR 3,500 before tax for the successful completion of the thesis
