Thesis Opportunity in Predictive Fast Charging Algorithms for Battery Lifetime Improvement
vor 4 Wochen
Job Description:
We are seeking a highly motivated student to work on a thesis project focused on predictive fast charging algorithms for battery lifetime improvement.
Your Responsibilities:
- Conduct a literature review of ageing models and predictive fast charging algorithms.
- Develop an algorithm for lifetime prediction/ageing model of a battery pack.
- Develop a strategy to optimize the fast charging current based on actual battery pack SOH.
- Validate the model based on real test data.
Your Profile:
- Ongoing bachelor studies in Electrical engineering, Automotive engineering, Automation technology, Telematics, Innovation management, or similar.
- Good knowledge in control engineering.
- First experiences in the application of Matlab/Simulink/Targetlink.
- Good knowledge of English.
- Availability to work at our headquarter in Graz.
We Offer:
- Independent thesis work with professional guidance and support from our experienced employees.
- Opportunity to exchange ideas with experts in the company and benefit from their expertise.
- Chance to immerse yourself in the world of AVL and apply your theoretical knowledge in a practical environment.
The successful completion of the thesis is remunerated with a one-time fee of tax.
About AVL:
AVL List GmbH is a leading company in the field of powertrain development, testing, and simulation. We offer a dynamic and innovative work environment with opportunities for professional growth and development.
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitThesis Opportunity: Predictive Fast Charging Algorithms for Battery Lifetime ImprovementWe are seeking a highly motivated and skilled individual to work on a thesis project focused on predictive fast charging algorithms for battery lifetime improvement.Responsibilities:Conduct a literature review of ageing models and predictive fast charging...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES:We are seeking a highly motivated and skilled researcher to join our team at AVL List GmbH and work on a thesis project focused on predictive fast charging algorithms for battery lifetime. As a researcher, you will be responsible for:Conducting a literature review of ageing models and predictive fast charging algorithmsDeveloping an...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitThesis Opportunity: Analysis of Predictive Fast Charging AlgorithmsWe are offering a research topic that combines theoretical knowledge with practical application:Literature Review and Algorithm DevelopmentDevelopment of a Strategy to Optimize Fast Charging CurrentValidation of the Model using Real Test DataYou will work independently on your thesis,...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitOur team at AVL List GmbH is seeking a highly motivated and skilled individual to assist in the development of predictive fast charging algorithms aimed at improving battery lifetime. As part of this role, you will be responsible for conducting a literature review of ageing models and existing predictive fast charging algorithms.Responsibilities:Literature...
-
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...
-
Battery State Estimation Expert
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Description:We are seeking a highly motivated student to collaborate with our team at AVL List GmbH on a thesis project focused on advanced battery state estimation algorithms using smart sensors. The selected candidate will work closely with our experienced engineers to develop and validate a Battery Core Function (BCF) architecture for a Smart-sensor...
-
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...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitWe are seeking a highly motivated and qualified individual to work on a thesis project focused on advanced battery state estimation algorithms using smart sensors.Project OverviewThe successful candidate will be responsible for:Conducting a literature review of possible smart sensors and their impact on battery core function (BCF)Defining the BCF...
-
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...
-
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...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitWe are looking for a skilled researcher to explore the development of advanced battery state estimation algorithms using smart sensors in the field of electrical engineering.Key Responsibilities:Conduct a thorough literature review of existing smart sensors and their potential impact on battery core functions.Design a battery core function architecture for...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Description:At AVL List GmbH, we are seeking a highly motivated and skilled individual to join our team as a Cloud Based Battery State Estimation Algorithm Developer.Your Responsibilities:Define the architecture for a cloud-based battery management system (BCF).Develop algorithms for cloud-based Battery Core Function algorithms.Validate the model using...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitKey Responsibilities:Design and develop a cloud-based battery management system architecture.Develop and implement cloud-based battery core function algorithms.Validate the system using real test data.Required Profile:Ongoing studies in Electrical Engineering, Automotive Engineering, Automation Technology, Telematics, or Innovation Management.Good knowledge...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Responsibilities:Conduct a comprehensive literature review of smart sensors and their impact on Battery Core Function (BCF).Design and define the architecture for a Smart-sensor based Battery Management System (BMS).Develop algorithms for BCF based on smart sensors.Validate the model using real test data.Required Profile:Ongoing bachelor studies in...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitWe are seeking a talented developer to join our team and work on the implementation and validation of cloud-based battery state estimation algorithms.Your Responsibilities:Define the architecture for a cloud-based battery management system.Develop algorithms for cloud-based battery core functions.Validate the model using real test data.Your Profile:Ongoing...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitWe are seeking a highly skilled and motivated individual to join our team as a Cloud-Based Battery State Estimation Algorithm Developer. As a key member of our team, you will be responsible for the implementation and validation of cloud-based battery management systems.Key Responsibilities:Definition of BCF architecture for cloud-based BMS systemAlgorithm...
-
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...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitMaster's Thesis OpportunityAre you interested in advancing automotive battery technology? We offer a unique opportunity to work on a master's thesis project at AVL List GmbH, a leading mobility technology company. Your ResponsibilitiesReview state-of-the-art system modeling approaches for automotive batteriesInvestigate the fundamental processes during...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYour Responsibilities:Develop an electrical equivalent circuit of a battery (ECC) State Space Model (SS-Model) on time invariant model parameters (R & C constant).Implement and compare different ML algorithms like NN, LSTM, Decision Trees, Gaussian Processes, Feature Engineering for system identification to predict the output voltage of a Li-Ion battery. The...
-
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...