Thesis - General Comparison of Ml Methods for

YOUR 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...

YOUR 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...

YOUR RESPONSIBILITIES: Literature study Development of ray tracing modeling techniques Tool and performance study and comparison with reference FEM calculations Calculation of relevant urban noise predictors YOUR PROFILE: Ongoing studies in the fields of civil engineering, mechanical engineering or technical physics Experience in transmission...

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...

YOUR 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...

YOUR RESPONSIBILITIES: Postprocessing of measurement results from hardware EDU tests Build-up of a functional EDU consisting of an electrothermal network modeland cooling fluid circuits based on 1D- and 3D-simulation methodology Development of simulation methodologies for calibration of the models and comparison with test data System analysis with...

YOUR RESPONSIBILITIES: Review state-of-the-art system modeling approaches for automotive batteries. Investigate the fundamental processes during thermal runaway and their predictability in comparison with existing tests. Develop mathematical and computational system models for battery thermal runaway behavior under different conditions and different...

Thesis - 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...

Thesis - EDU Thermal Development:1D/3D-Simulation Methodology Development:Along with increasing complexity and demands of modern vehicles, further development and research of powertrain components is becoming more and more challenging and complex. To support this development simulation-based methodologies and functional modelling methods are utilized.YOUR...

Thesis - Hybrid Aeroacoustic investigation of rotating axial fan modelled as EMBB:Master Thesis:The scope of this master thesis is to investigate aeroacoustic noise emission from the case of a rotating axial fan by modelling the fan as a rotating Embedded Body (EMBB) on a stationary mesh. Scale resolving approaches to simulation of turbulent flow fields...

The Electronic Sensors Lab focuses on the design of beyond state-of-the-art electronic read out concepts and circuits for custom made sensors. The master thesis is part of the FFG funded project TEX-Hype (TEXtile integrated HYbrid Printed Electronics, TEX-hype which aims at the development of novel technologies for smart têxtiles enabling seamless...

Thesis - Smart Monitors exploiting differential video sensors & neuromorphic computing:Master Thesis:Increased automation in automotive mobility is one of the grand challenges of our society. The goal is to drastically reduce road fatalities (vision zero), while increasing efficiency and productivity. SAE J3016 defines steps towards highly automated and...

Thesis - Comparative Aeroacoustic Analysis of Rotating Axial Fans:Master Thesis:WHAT WE OFFER YOU:The following tasks should be achieved within this master thesis:Literature research on the hybrid CAA approach and current methods. Implement the hybrid Computational Aero-Acoustic (CAA) approach, utilizing scale resolving approaches like Large-Eddy Simulation...

YOUR RESPONSIBILITIES: State of the art analysis of approaches to perform ML on DVS streams Select a model, then fine-tune it if required for a typical automotive scenario alternatively: build a simple own model by applying multi-stage learning using an existing perception system as feature extractor Port model to run on neuromorphic computing system...

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 datasets YOUR PROFILE: Ongoing studies in the fields of Computer Science, Telematics, Physics or Electrical Engineering Good...

Thesis 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...

Firma: AVL List GmbH- Standort: Graz, AT, 8020- Job ID: 35377AVL ist ist eines der weltweit führenden Mobilitäts-Technologieunternehmen für Entwicklung, Simulation und Testen von Antriebssystemen in der Automobilbranche und in anderen Industrien. Als globaler Technologieanbieter liefert das Unternehmen Konzepte, Lösungen und Methoden in den Bereichen...

Thesis - Enhancing HybridCAA:The Power of Automatic Mesh Refinement:Master Thesis:WHAT WE OFFER YOU:The following tasks should be achieved within this master thesis:Literature research on the hybrid CAA approach and current methods. Conduct analyses and evaluations to assess the possibilities of AMR to improve the efficiency of the workflow. Analyze and...

Your future responsibilities:The Electronic Sensors Lab focuses on the design of beyond state-of-the-art electronic read out concepts and circuits for custom made sensors.The master thesis is part of the FFG funded project TEX-Hype (TEXtile integrated HYbrid Printed Electronics, TEX-hype )) which aims at the development of novel technologies for smart...

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 large language models, in collaboration with industry experts. The objective of the thesis is to...