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: ...

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...

Fitting Physical Models to the test measurements of the Batteries or Fuel Cells are a powerful tool in capturing their inner characteristics. However, the fidelity of the physical model is highly dependent on the set of physical phenomena coved by mathematical formalism. Differently, testing based on data-driven models, like artificial neural networks (ANN)...

**Thesis - AI-based Digital Twin: Anomaly Detection & Diagnostics for HV Battery Behavior**: **Master Thesis**: We are looking for a motivated student to conduct their master thesis in the area of Li-ion batterie modelling using machine learning modelling techniques. This master thesis focuses on developing advanced techniques to detect and diagnose...

Posting Date: Mar 20, 2023- Company: AVL List GmbH- Location: Graz, AT- Job ID: 35077AVL is one of the world’s leading mobility technology companies for development, simulation and testing in the automotive industry, and in other sectors. As a global technology provider, AVL offers concepts, solutions and methodologies in the fields of e-mobility, ADAS 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...

**Student Trainee in the field of Life Cycle Engineering f/m/d**: **YOUR RESPONSIBILITIES**: - You will support our team in internal, national and European research projects involving all kinds of powertrain technologies for all transport modes. - Multiple research activities about sustainability aspects like e.g. life cycle analysis, product environmental...

The main focus of the master thesis will be the development of a simulation tool that uses ray tracing for predicting noise levels in urban areas. The model will take into account the acoustic sources coming from electrical loading columns that produce noise through the fan unit. To compare the accuracy and efficiency of the model it is compared to FEM...

**Marketing Spezialist:in im Themengebiet ADAS/AD**: **in Teilzeit (bis zu 25 Wochenstunden)**: Als Marketing Spezialist:in für ein Geschäftssegment, das Testlösungen mit Schwerpunkt ADAS/AD anbietet, entwickeln, managen und überwachen Sie Marketingprogramme und/oder spezielle Produktkampagnen um Geschäftsziele, Lead-Generierung und Kundenbindung zu...

**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...

Wir vergeben eine Diplomarbeit mit dem Thema: **Thesis - Fahrzeugdynamik mit gekoppelter elektrischer Achse, Bremse & Rekuperation (Dept.: DAD)**: **Master Thesis**: Die Diplomarbeit wird im Bereich Design, Simulation und Elektrik/Elektronik durchgeführt, welcher innerhalb der AVL auf die Konstruktion und Simulation in der Produktentwicklung bei AVL...

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 thus promote progress in battery technology for a more efficient and sustainable automotive...

 Für unser Team in Graz suchen wir eine/n Marketing Allrounder:in im Themengebiet ADAS/AD Ihr Aufgabenbereich Die Rolle wird als Teilzeitstelle angeboten (bis zu 25 Wochenstunden). Als Marketing Allrounder:in für ein Geschäftssegment, das Testlösungen mit Schwerpunkt ADAS/AD anbietet, entwickeln, managen und überwachen Sie Marketingprogramme...

 Für unser Team in Graz suchen wir eine/n Marketing Allrounder:in im Themengebiet ADAS/AD Ihr Aufgabenbereich Die Rolle wird als Teilzeitstelle angeboten (bis zu 25 Wochenstunden). Als Marketing Allrounder:in für ein Geschäftssegment, das Testlösungen mit Schwerpunkt ADAS/AD anbietet, entwickeln, managen und überwachen Sie Marketingprogramme...

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...

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...

The Research Center Pharmaceutical Engineering GmbH (RCPE) is a global leader in pharmaceutical engineering sciences. We help our partners create and manufacture advanced medicines for patients worldwide through optimizing products and processes. For our team / area Process and Manufacturing Science we are looking for an active, highly qualified...

YOUR RESPONSIBILITIES: Literature research on the hybrid CAA approach and current methods LES simulation of the rotating fans with the rotating fan modelled as EMBB to provide acoustic source terms Application of the workflow with AVL FIRE M and openCFS Result analysis and validation YOUR PROFILE: Ongoing master studies in the field...

Firma: AVL List GmbH- Standort: Graz, AT, 8020- Job ID: 34521AVL ist das weltweit größte, unabhängige Unternehmen für die Entwicklung, Simulation und Prüftechnik von Antriebssystemen (Hybrid, Verbrennungsmotoren, Getriebe, Elektromotoren, Batterien und Software) für PKW, LKW und Großmotoren sowie deren Integration in das Fahrzeug. Wir vergeben eine...

YOUR RESPONSIBILITIES: Gather from various sources FP-sheets, technical reports, presentations, word documents) to create a knowledge database.  Define the database structure for efficient processing of textual data.  Apply simple analytics to detect deviations from the expected behavior or use existing analysis results. Assign appropriate...