Thesis - Machine learning based testing of battery and fuel cells
vor 1 Woche
YOUR 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 datasetsYOUR PROFILE:
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 requiredWE OFFER:
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.The successful completion of the thesis is remunerated with a one-time fee of 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
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Performance comparison of the Machine Learning methods developed at AVL Identification of the limitations of the Machine Learning methods developed at AVL Analysing the methods by using cognitive testing methods available in the literature on a publicly available AD stack like Autowave and Apollo YOUR PROFILE: Ongoing...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitWe are excited to present the research opportunity on the topic of Thesis involving the Implementation and validation of physics-based cell models. Check out the details below: Your Responsibilities: Literature review of possible physics-based cell models Algorithm development and implementation of physics-based model Concept development of a data...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitWe have an exciting research opportunity available for you:Thesis Topic: Implementation & Validation of Cloud-Based Battery State Estimation AlgorithmsYour Responsibilities:Define the BCF architecture for a cloud-based BMS system.Develop algorithms for cloud-based Battery Core Functions.Validate the model using real test data.Your Profile:Currently pursuing...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Definition of BCF architecture for cloud-based BMS system. Algorithm development of cloud-based Battery Core Function algorithms Validation of the model based on real test data YOUR PROFILE: Ongoing bachelor studies in the fields of Electrical engineering / electronics, Automotive engineering, Automation technology,...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Develop new machine learning methods for object detection, lane detection, and driving scenarios Integrate developed methods into AVL platforms Test and analyze self-driving systems under various hardware and software setups YOUR PROFILE: Currently studying Computer Science, Telematics, Physics, or Electrical Engineering...
-
Thesis - General Comparison of Ml Methods for
vor 1 Woche
Graz, Steiermark, Österreich AVL VollzeitThesis - General comparison of ML methods for Li-Ion battery voltage prediction:Bachelor Thesis:In the automotive industry, SOC (State of Charge) and SOH (State of Health) estimates play an essential role for electric vehicles. These estimates increase safety and improve charging efficiency. We use machine learning algorithms to improve these estimations and...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Review state-of-the-art electro-chemical-mechanical modeling approaches for automotive batteries. Investigate the fundamental electrochemical aging processes and their coupling with mechanical deformation and cell thickness growth (swelling). Develop mathematical and computational models for battery behavior under different...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitWe are seeking a motivated student for a master thesis in LLM-based Automated Root-Cause Analysis for the automotive industry. You will develop methods to analyze extensive textual data from multiple sources. You will work on prompt engineering and fine-tuning of large language models, in collaboration with industry experts. The objective of the thesis is to...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitWe have an exciting research topic available for a thesis:Analysis of Predictive Fast Charging Algorithms to Enhance Battery LifetimeYour Responsibilities:Literature review of aging models and predictive fast charging algorithmsAlgorithm development for predicting battery pack lifetimeCreating a strategy to optimize fast charging based on battery pack...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Modeling of an electrical equivalent circuit of a battery (ECC) State Space Model (SS-Model) on time invariant model parameters (R & C constant) Implementation and comparison of different ML algorithms like NN, LSTM, Decision Trees, Gaussian Processes, Feature Engineering for system identification to predict the output voltage of...
-
Graz, Steiermark, Österreich AVL VollzeitCompany: AVL List GmbH- Location: Graz, AT, 8020- Job ID: 34827AVL is the world's largest independent company for development, simulation and testing in the automotive industry, and in other sectors. As a global technology leader, AVL provides concepts, solutions and methodologies in the fields of e-mobility, ADAS and autonomous driving, vehicle integration,...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Literature review of ageing models and predictive fast charging algorithms Algorithm development of lifetime prediction/ageing model of a battery pack Development of strategy to optimize the fast charging current based on actual battery pack SOH Validation of the model based on real test data YOUR PROFILE: Ongoing bachelor...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Compile information from various sources (FP-sheets, technical reports, presentations, word documents) to establish a knowledge base. Design the database structure to streamline the processing of text data. Utilize basic analytics to identify deviations from expected behavior or utilize existing analysis outcomes. Provide...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitThesis Opportunity: Concept Comparison of Active Cooled Battery Disconnect Units Your Tasks: Conducting a market analysis Exploring technologies in the Battery Disconnect Units field Comparing concepts and identifying advantages and disadvantages Evaluating concepts based on defined KPIs Independent concept development Your Qualifications: Currently...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Development of innovative concepts in combination with optical measurement technologies Analytical calculation / programming of readout and evaluation of sensor systems Realization and construction of demonstrators (prototypes) Testing of components / systems in the laboratory in Graz Evaluation of laboratory and simulation...
-
Graz, Steiermark, Österreich AVL VollzeitThesis - AI-based Diagnosis of Combustion Anomalies in Hydrogen Engines:Master Thesis:Are you interested in developing a diagnostic function for detecting combustion anomalies in a hydrogen engine? We are looking for curious and independent students who enjoy challenging tasks to carry out this master thesis.WHAT WE OFFER YOU: Sorting and preclassification...
-
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR RESPONSIBILITIES: Development of innovative concepts by combining manufacturing and measurement technologies embedding fiber optic sensor technology in additively manufactured components Multi-physical simulation / analytical calculation of the design Realization and construction of demonstrators (prototypes) Testing of components / systems in...
-
Thesis - Llm-based Automated Root-cause Analysis
vor 1 Woche
Graz, Steiermark, Österreich AVL VollzeitThesis - LLM-based Automated Root-Cause Analysis for Unexpected System Behavior:Master Thesis:We are seeking a motivated student for a master thesis in LLM-based Automated Root-Cause Analysis for the automotive industry. You will develop methods to analyze extensive textual data from multiple sources. You will work on prompt engineering and fine-tuning of...
-
Test Bed Operator Battery Testing F/m/d
vor 1 Woche
Graz, Steiermark, Österreich AVL VollzeitPosting Date: Apr 4, 2023- Company: AVL List GmbH- Location: Graz, AT- Job ID: 35236AVL is the world's largest independent company for development, simulation and testing in the automotive industry, and in other sectors. As a global technology leader, AVL provides concepts, solutions and methodologies in the fields of e-mobility, ADAS and autonomous driving,...
-
Thesis - Remaining Capacity Prediction for
vor 1 Woche
Graz, Steiermark, Österreich AVL VollzeitThesis - 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...
