Thesis - Ai-based Diagnosis of Combustion Anomalies

vor 1 Woche


Graz, Steiermark, Österreich AVL Vollzeit

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 of measurement data (defining different classes, evaluating measurement data based on these classes)
  • Preparation of sorted and classified measurement data (e.g., focusing on rotational nonuniformity)
  • Development of a regression model based on a neural network
  • Training the neural network using the sorted data
  • Validation of the diagnostic function using test data
  • Simulationbased comparison of fault detection (empirical strategy vs. neural approach) and analysis of simulation data

WHAT WE LOOK FOR

:

  • Interest and solid knowledge of control engineering
  • Good programming skills in Matlab/Simulink, programming skills in Python are an advantage
  • Basic knowledge and interest in working in the automotive embedded systems area
  • Inquisitive and independent approach to challenging tasks

WHICH STUDY TRACKS WE PREFER

:

You are successfully studying in a Master's program (FH/UNI) in one of the following fields:

  • Electrical Engineering/Control Engineering
  • Computer Science
  • Automotive Engineering
- or related disciplines

The successful completion of the thesis is remunerated with a one-time fee of EUR €3.500,00 before 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

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, 8020
  • Company: AVL List GmbH
  • Job Function: IT & Software
  • Contract Type: Thesis
  • Posting Date: Jul 3, 2023
  • Job ID: 35666
    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

:

Hydro, Controls Engineer, Electrical Engineering, Computer Science, Engineer, Engineering, Technology
  • Thesis - AI in Design

    vor 1 Woche


    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    YOUR RESPONSIBILITIES: Evaluation of the AVL design process for potential for AI applications Assessment of these potential use cases and their impact on the design process Market research and benchmarking of commercially existing, AI-based tools Evaluate software companies' plans for medium- and long-term AI software offerings in this area Rate...

  • Thesis - Ai in Design

    vor 1 Woche


    Graz, Steiermark, Österreich AVL Vollzeit

    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...

  • Thesis - AI in Design

    vor 1 Woche


    Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    Artificial intelligence (AI) is currently one of the most present and fastest-growing technologies within the industry. For this reason, it is essential to get a comprehensive understanding, how the existing work progress and methodologies will be affected. The AVL PTE design process comprises general description of the design tasks including its main design...


  • Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    YOUR 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 Vollzeit

    We 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 Vollzeit

    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...


  • Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    We 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 Vollzeit

    YOUR 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 Vollzeit

    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...


  • Graz, Steiermark, Österreich AVL Vollzeit

    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:-...

  • Master Thesis

    vor 1 Woche


    Graz, Steiermark, Österreich Silicon Austria Labs Vollzeit

    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...


  • Graz, Steiermark, Österreich AVL Vollzeit

    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...


  • Graz, Steiermark, Österreich AVL Vollzeit

    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...

  • Master Thesis

    vor 1 Woche


    Graz, Steiermark, Österreich Silicon Austria Labs Vollzeit

    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...


  • Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    YOUR 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 Vollzeit

    YOUR RESPONSIBILITIES: create a generic template for a CSR reporting based on the GRI system the detailed preparation of specific topics based on AVL business models the elaboration of a CSR report on these specific topics based on the created template YOUR PROFILE: Student in the fields: Environmental System Sciences or Sustainable Development or...


  • Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    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...


  • Graz, Steiermark, Österreich AVL Vollzeit

    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...

  • Master Thesis

    vor 1 Woche


    Graz, Steiermark, Österreich Silicon Austria Labs Vollzeit

    Your future responsibilities:This Master Thesis topic is focusing on interconnecting distributed power conversion units via an Ethernet network.The scope of the project includes the following aspects:Preparing an overall communication architecture for distributed power conversion units Implementing an Ethernet /TCP/IP communication between Xilinx...


  • Graz, Steiermark, Österreich AVL List GmbH Vollzeit

    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...