Thesis - Machine learning based testing of battery and fuel cells
vor 3 Monaten
We offer the following reserach topic:
Thesis - Machine learning based testing of battery and fuel cellsYour Responsibilities
Fitting Physical Models to the test measurements of the Batteries or Fuel Cells are a powerful tool in capturing their inner characteristics. However, the fidelity of the physical model is highly dependent on the set of physical phenomena coved by mathematical formalism. Differently, testing based on data-driven models, like artificial neural networks (ANN) does not require the use of prior electrochemical knowledge and their inference relies entirely on the data collected during the testing. Although such data-driven models can be very accurate, they also require a large training dataset and do not generalize well outside the training data domain.
- Development of machine learning methods
- Implementation of the developed methods into AVL testing pipeline of Batteries and Fuel Cells
- Overcoming limitations of sparse and out-of-distribution training datasets
- Ongoing studies in the fields of Computer Science, Telematics, Physics or Electrical Engineering
- Good programming skills in Python or C++
- Knowledge of Machine Learning
- Good knowledge of German and English
- Skills in solving PDE are beneficial
- For this thesis is your presence at our headquarter in Graz required
- You can write your thesis independently 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.
- Take the opportunity to immerse yourself in the world of AVL and embed your theoretical knowledge in a practical environment.
About AVL
AVL is one of the world’s leading mobility technology companies for development, simulation and testing in the automotive industry, and beyond. The company provides 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.
You don't want to write your final thesis just for the books, then explore the mobility of the future together with us Maybe you will be a part of it soon
Apply now
AVL is not just about cars. It's about changing the future. Together.
-
Graz (Stadt), Österreich AVL List GmbH VollzeitWe offer the following reserach topic:Thesis - Machine learning based testing of battery and fuel cellsYour ResponsibilitiesFitting Physical Models to the test measurements of the Batteries or Fuel Cells are a powerful tool in capturing their inner characteristics. However, the fidelity of the physical model is highly dependent on the set of physical...
-
Graz, Österreich AVL List GmbH VollzeitResearch Opportunity: We are seeking a highly motivated and skilled Machine Learning Engineer to join our team at AVL List GmbH. The successful candidate will have the opportunity to work on a research project focused on machine learning-based testing of battery and fuel cells.About the Project: The goal of this project is to develop and implement machine...
-
Graz, Österreich AVL List GmbH VollzeitResearch Opportunity: Machine Learning for Battery and Fuel Cell TestingWe are seeking a highly motivated and skilled researcher to join our team at AVL List GmbH. As a Machine Learning Engineer, you will work on developing and implementing machine learning methods for testing battery and fuel cells.Your Responsibilities:Fitting physical models to test...
-
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...
-
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...
-
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...
-
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...
-
Graz, Österreich AVL List GmbH VollzeitResearch Opportunity in Machine Learning for Energy StorageWe are seeking a highly motivated student to work on a research project focused on machine learning-based testing of battery and fuel cells. The project aims to develop and implement machine learning methods for testing and characterization of energy storage systems.Your Responsibilities:Fitting...
-
Graz, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Development of machine learning methods Implementation of the developed methods into AVL testing pipeline of Batteries and Fuel Cells Overcoming limitations of sparse and out-of-distribution training datasets YOUR PROFILE: Ongoing studies in the fields of Computer Science, Telematics, Physics or Electrical Engineering...
-
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...
-
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...
-
Graz, Österreich AVL List GmbH VollzeitResearch Opportunity: We are seeking a highly motivated and skilled Machine Learning Engineer to join our team at AVL List GmbH. As a researcher, you will have the opportunity to work on a cutting-edge project focused on developing machine learning methods for testing battery and fuel cells.Your Responsibilities: Develop and implement machine learning...
-
Data-Driven Battery and Fuel Cell Researcher
vor 1 Woche
Graz, Österreich AVL List GmbH VollzeitAbout AVLAVL List GmbH is a leading mobility technology company that has been pushing the boundaries of innovation for over 50 years.We provide cutting-edge solutions and methodologies in fields like vehicle development and integration, e-mobility, automated and connected mobility, and software.Our goal is to create a greener, safer, and more sustainable...
-
Graz (Stadt), Österreich AVL List GmbH VollzeitWe offer the following reserach topic:Thesis - Optimizing Battery Testing for EVs: Machine Learning in Lab ManagementYour ResponsibilitiesBatteries, being the most valuable and defining component of electric vehicles (EVs), are of paramount importance to future mobility. The demand for battery testing facilities is soaring, with capacities being reserved...
-
Graz (Stadt), Österreich AVL List GmbH Vollzeit We offer the following reserach topic: Thesis - Optimizing Battery Testing for EVs: Machine Learning in Lab Management Your Responsibilities Batteries, being the most valuable and defining component of electric vehicles (EVs), are of paramount importance to future mobility. The demand for battery testing facilities is soaring, with capacities being...
-
Graz, Österreich AVL List GmbH VollzeitThesis Opportunity in EV Battery Testing with Machine LearningWe are seeking a highly motivated master's student to work on a thesis project that focuses on optimizing battery testing for electric vehicles (EVs) using machine learning in lab management. The successful candidate will have the opportunity to work on a cutting-edge project that has a...
-
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...
-
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...
-
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...
-
Graz, Österreich AVL List GmbH VollzeitThesis Opportunity in Battery Testing and Machine LearningWe are seeking a highly motivated master's student to work on a thesis project that focuses on optimizing battery testing for electric vehicles using machine learning algorithms.About the ProjectThe project involves developing and implementing machine learning-based algorithms to improve the...
