Aktuelle Jobs im Zusammenhang mit Thesis - Remaining Capacity Prediction for - Graz, Steiermark - AVL
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob DescriptionYOUR RESPONSIBILITIES:Develop and implement an electrical equivalent circuit of a battery (ECC) State Space Model (SS-Model) with time-invariant model parameters (R & C constant)Compare and evaluate different machine learning algorithms, including NN, LSTM, Decision Trees, and Gaussian Processes, for system identification and voltage...
-
Thesis Researcher
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitAbout the Thesis ProjectWe are seeking a highly motivated and skilled thesis researcher to join our team at AVL List GmbH. As a leading company in the field of automotive and industrial simulation, we offer a unique opportunity to work on a cutting-edge project that combines advanced simulation techniques with real-world applications.Project OverviewThe goal...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob DescriptionResponsibilities:Conduct a comprehensive literature review on urban noise prediction and ray tracing methods.Develop and implement ray tracing modeling techniques for urban noise analysis.Compare the performance of ray tracing models with reference Finite Element Method (FEM) calculations.Calculate relevant urban noise predictors and analyze...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob DescriptionResponsibilities:Conduct a comprehensive literature review on urban noise prediction and ray tracing methods.Develop and implement advanced ray tracing modeling techniques for urban noise analysis.Compare and evaluate the performance of ray tracing models with reference Finite Element Method (FEM) calculations.Calculate and analyze relevant...
-
Battery Lifetime Prediction Engineer
Vor 7 Tagen
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Opportunity:We are seeking a highly motivated and skilled engineer to work on a thesis project focused on predictive fast charging algorithms to improve battery lifetime.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...
-
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...
-
Graz, Steiermark, Österreich AVL LIST VollzeitJob DescriptionWe are seeking a highly motivated and skilled individual to work on a research thesis project focused on predictive fast charging algorithms to improve battery lifetime.Responsibilities:Conduct a comprehensive literature review of ageing models and predictive fast charging algorithms.Develop an algorithm for lifetime prediction/ageing model of...
-
Electrical Engineer
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitAbout the Thesis ProjectWe are seeking a highly motivated and skilled electrical engineer to work on a research thesis project focused on predictive fast charging algorithms for battery lifetime improvement. The successful candidate will have the opportunity to develop and implement advanced control strategies to optimize battery performance and extend its...
-
Thesis Researcher
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Responsibilities:Conduct a comprehensive literature review of ageing models and predictive fast charging algorithms.Develop an algorithm for lifetime prediction/ageing model of a battery pack.Design a strategy to optimize the fast charging current based on actual battery pack state of health (SOH).Validate the model using real test data.Required Skills...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Opportunity:We are seeking a highly motivated student to work on a thesis project focused on predictive fast charging algorithms to improve battery lifetime.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.Design a...
-
Thesis Opportunity in Predictive Fast Charging Algorithms
vor 18 Stunden
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Opportunity:We are seeking a highly motivated student to work on a thesis project focused on predictive fast charging algorithms to improve battery lifetime.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.Design a...
-
Thesis Researcher
Vor 7 Tagen
Graz, Steiermark, Österreich AVL List GmbH VollzeitThesis Researcher OpportunityWe are seeking a highly motivated and skilled thesis researcher to join our team at AVL List GmbH. As a thesis researcher, you will have the opportunity to work on a cutting-edge project focused on the development of an all-wheel steering system for battery trucks.Project OverviewThe project involves the investigation of an...
-
Thesis Opportunity in AI for Design
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob Description:We are seeking a highly motivated and skilled student to collaborate with our team at AVL List GmbH on a thesis project focused on AI in design. The successful candidate will have the opportunity to work on a real-world project, applying AI technologies to design processes.Responsibilities:Evaluate the AVL design process for potential AI...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob DescriptionResponsibilities:Develop innovative concepts combining optical measurement technologies with sensor systems.Simulate and program readout and data evaluation for sensor systems.Realize and construct demonstrators (prototypes) for sensor systems.Test components and systems in the laboratory in Graz.Evaluate laboratory and simulation results in...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitResponsibilities:Design and develop innovative sensor concepts in conjunction with optical measurement technologies.Simulate and program readout and data evaluation for sensor systems.Construct and realize demonstrators (prototypes) for testing and validation.Test and evaluate components and systems in the laboratory.Validate laboratory and simulation...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob DescriptionWe are seeking a highly motivated and skilled individual to join our team at AVL List GmbH as a research assistant for a master's thesis project.About the ProjectThe goal of this project is to develop a new approach for smart monitoring components in highly automated and autonomous vehicles. The focus will be on utilizing event-based Dynamic...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitResponsibilities:Compare and evaluate Machine Learning methods developed at AVLIdentify limitations of AVL's Machine Learning methodsAnalyze methods using cognitive testing techniques on public AD stacks like Autowave and ApolloRequirements:Ongoing studies in Computer Science, Telematics, Physics, or Electrical EngineeringProficiency in Python or C++...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitKey Responsibilities:Design and develop innovative concepts by combining manufacturing and measurement technologies, incorporating fiber optic sensor technology in additively manufactured components.Perform multi-physical simulation and analytical calculation of the design.Realize and construct demonstrators (prototypes) and test components/systems in the...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitJob DescriptionResponsibilities:Design and develop innovative concepts by combining manufacturing and measurement technologies with fiber optic sensor technology in additively manufactured components.Perform multi-physical simulation and analytical calculation of the design.Realize and construct demonstrators (prototypes) and test components/systems in the...
-
Graz, Steiermark, Österreich AVL LIST VollzeitAbout the OpportunityWe are seeking a highly motivated and skilled individual to join our team at AVL LIST as a research assistant for a thesis project focused on the development and validation of physics-based cell models for automotive applications.ResponsibilitiesConduct a comprehensive literature review of existing physics-based cell models and their...
Thesis - Remaining Capacity Prediction for
vor 3 Monaten
Thesis - Remaining Capacity Prediction for Automotive HV Batteries
:
Master Thesis
:
We are looking for a motivated student to conduct their master thesis in li-ion batterie modelling using statistical-/ physical modelling techniques.
The automobile industry's transition to electric vehicles is accelerating, with this paradigm shift, the efficiency and reliability challenges for these complex physical systems are increasing.
Since the battery is the most important component in an electric vehicle, the battery state of health determination is of high importance.
Therefore, the aim of this master's thesis is to evaluate advanced physical-based modeling approaches, employing state-of-the-art analytical methods, for predicting the remaining capacity of li-ion batteries using sparsely resolved fleet data.
WHAT WE OFFER YOU
:
- Literature review on existing analysis techniques for battery aging modeling, sparse model identification for physical systems, and up sampling
- Implementation of data processing routines and feature engineering algorithms on a large data set
- Determination of physical principles and models for capacity estimation
- Definition of baseline for data up sampling
- Concept and implementation of data up sampling with sparse model identification, validation and evaluation of methods
- Battery aging modeling: concept and models (23 approaches), validation and evaluation of models
- Comparison with results without up sampling
WHAT WE LOOK FOR
:
- Attended lectures on Introduction to Electrical Engineering, Fundamentals of Electrochemistry, Electrochemistry of Batteries
- Strong proficiency in Python
- Highly developed quality awareness with strong attention to details
WHICH STUDY TRACKS WE PREFER
:
- Electrical Engineering
- Mechanical Engineering
- Applied Statistics
- Computer Science
- Technical Mathematics
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
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.
As Equal Opportunity Employer we consider all qualified applicants without regard to ethnicity, religion, gender, sexual orientation or disability status.
About AVL
:
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.
Check out our step-by-step guide
AVL is not just about cars. It's about changing the future. Together.
:
- Location: Graz, AT
- Company: AVL List GmbH
- Job Function: Electrification/Electrical/Electronic
- Contract Type: Thesis
- Posting Date: Nov 17, 2023
- Job ID: 36341
About AVL
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.
Job Segment
:
Computer Science, Electrical Engineering, Mechanical Engineer, Electrical, Automotive, Technology, Engineering