Thesis - Machine Learning methods in the field of ADAS/AD

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...

Thesis - 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...

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 - 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...

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...

**Thesis - Entwicklung eines fotogrammmetrie-basierten Modells für Fahrspurränder mit KI**:**Master Thesis**:Für die Bewertung der Funktionalität von Fahrerassistenzsystemen benötigt man neben den subjektiven Eindrücken der Fahrzeuginsassen auch objektive Messgrößen. Eine wesentliche Eingangsgröße für die Bewertung von Spurhaltesystemen ist...

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...

Posting Date: Apr 5, 2023- Company: AVL List GmbH- Location: Graz, AT- Job ID: 35248AVL 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,...

The IDea_Lab of the University of Graz is seeking to appoint aProfessor of Machine Learning Methods:(40 hours per week; selection procedure in accordance with Section 98 of the Universities Act (UG); permanent employment according to the Austrian Law on Salaried Employment (AngG); expected starting date March1st2024)Employment requirements: Austrian or...

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...

Datum: Firma: AVL List GmbH- Standort: Graz, AT- Job ID: 35248AVL ist das weltweit größte, unabhängige Unternehmen für die Entwicklung, Simulation und das Testen von Antriebssystemen in der Automobilbranche und in anderen Industrien. Als globaler Technologieführer liefert das Unternehmen Konzepte, Lösungen und Methoden in den Bereichen E-Mobilität,...

Thesis - Creation of a CSR reporting system according to GRI directive:Master Thesis:If you are seeking an opportunity to combine theoretical and practical knowledge, while expanding your experience in the exciting field of sustainability and CSR reporting for a global acting company, then this thesis is the perfect opportunity for youYOUR RESPONSIBILITIES:-...

Thesis - 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...

Thesis - Hybrid Aeroacoustic Investigation: Aeroacoustic source terms from PANS: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. Utilize Partially Averaged Navier-Stokes (PANS) equations to compute acoustic source terms with FIRE M. Analyze and...

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...

The development of vehicle systems (cars, trucks, ADAS/AD systems, etc.) is a highly complex process that involves large teams and entire organizations over a period of years. During development, huge amounts of structured data are generated (e.g., requirements, architectures, simulations, KPIs, etc.) that accurately represent the development progress. As...

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 - 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: 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...

Thesis - AI in Design:Bachelor Thesis:YOUR RESPONSIBILITIES: Assessment of these potential use cases and their impact on the design process Market research and benchmarking of commercially existing, AIbased tools Evaluate software companies' plans for medium- and long-term AI software offerings in this area Rate the outcome together with our internal...