Aktuelle Jobs im Zusammenhang mit Thesis Opportunity in EV Battery Testing with Machine Learning - Graz, Steiermark - AVL
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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 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 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 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 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 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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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 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 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 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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Machine Learning Researcher
vor 3 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 OpportunityWe are seeking a motivated research assistant to contribute to the development of machine learning methods for testing battery and fuel cells.ResponsibilitiesFitting physical models to test measurements to capture inner characteristicsDeveloping machine learning methods and implementing them in AVL's testing pipelineOvercoming limitations...
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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 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 List GmbH VollzeitJob DescriptionYOUR RESPONSIBILITIES:Develop an electrical equivalent circuit of a battery (ECC) State Space Model (SS-Model) with time-invariant model parameters (R & C constant).Implement and compare different machine learning algorithms, including NN, LSTM, Decision Trees, Gaussian Processes, and Feature Engineering, for system identification to predict...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitJob DescriptionYOUR RESPONSIBILITIES:Develop an electrical equivalent circuit of a battery (ECC) State Space Model (SS-Model) with time-invariant model parameters (R & C constant)Implement and compare different machine learning algorithms, including NN, LSTM, Decision Trees, Gaussian Processes, and Feature Engineering, for system identification to predict...
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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 VollzeitResponsibilities:Develop an electrical equivalent circuit of a battery (ECC) State Space Model (SS-Model) with time-invariant model parameters (R & C constants).Implement and compare various machine learning algorithms, including Neural Networks, Long Short-Term Memory (LSTM), Decision Trees, Gaussian Processes, and Feature Engineering, for system...
Thesis Opportunity in EV Battery Testing with Machine Learning
vor 2 Monaten
Job Title: Thesis - Optimizing Battery Testing for EVs: Machine Learning in Lab Management
Job 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 work independently and receive professional guidance and support from our experienced employees.
Responsibilities:
- Analyze and adapt data models for battery testing
- Implement a simple test environment to simulate a battery test lab
- Analyze the state of the art in machine learning applicable to plant management
- Select appropriate approaches and implement prototypes for tasks in the battery testing facility, including allocating 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's study in the fields of Computer Science, Telematics, or Physics
- Good programming skills in Python
- C# skills appreciated
- Knowledge of machine learning algorithms and reinforcement learning
- Knowledge of data structures and translations
- Good knowledge of German and English
- Presence from time to time at our headquarters in Graz required
What We Offer:
- You will have the opportunity to work independently on your thesis and receive professional guidance and support from our experienced employees.
- You will have the opportunity 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.
Remuneration:
The successful completion of the thesis is remunerated with a one-time fee, tax-free.
About AVL:
At AVL, we foster and celebrate diversity. We recognize that diverse ways of thinking are required to achieve our vision of a greener, safer, and better world of mobility. Different backgrounds, attitudes, interests, and experiences make us successful. As an Equal Opportunity Employer, we consider all qualified applicants without regard to ethnicity, religion, gender, sexual orientation, or disability status.
