Thesis -Vehicle Low Voltage Electrical System Analysis

YOUR RESPONSIBILITIES: Investigation and modelling of low voltage components in vehicle. Investigation of different operating strategies/ use cases.  Model setup of low voltage system with all relevant components. Running the simulation with different parameters and use cases. Documentation and interpretation of the results of the different...

Company: AVL List GmbH- Location: Graz, AT, 8020- Job ID: 34945AVL 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 autonomous driving,...

YOUR RESPONSIBILITIES:Investigating different coupling paths between the high voltage and low voltage systemSetting up a model of the high voltage and low voltage system with all relevant componentsRunning simulations with various parameters of the relevant system componentsDocumenting and interpreting the results of the simulation runsComparing simulation...

YOUR RESPONSIBILITIES: Investigation of different coupling paths between the high voltage and low voltage system Setup of a model of the high voltage and low voltage system with all relevant components Running the simulation with different parameters of the relevant system components Documentation and interpretation of the results of the...

To decrease the time to market of products, systems or vehicles, it is necessary to reduce the development effort. For this reduction, some parts of the development will be done completely virtual as digital twin. One part of this virtual development is the simulation of the electrical system and its behavior.    Investigation of different coupling paths...

Company: AVL List GmbH- Location: Graz, AT, 8020- Job ID: 34948AVL 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 autonomous driving,...

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...

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...

**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...

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...

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...

**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...

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...

Simulation, analysis, and optimization of high-power vehicle charging system. The charging system includes the vehicle, charging station and grid.   By simulating and analysing different scenarios, we can optimize the charging system to ensure it meets the needs of EV users while minimizing the impact on the grid. Ultimately, the goal is to develop a...

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: Investigation of different coupling paths between cables Setup of a model of the low voltage system with all relevant components Running the simulation with different parameters of the relevant system components Documentation and interpretation of the results of the different simulation runs Compare the simulation...

Simulation, analysis and optimization of wiring harness with FEM simulation software. (Electric/ Magnetic field, voltage drops, temperature, current density analysis)   Investigation of different coupling paths between cables Setup of a model of the low voltage system with all relevant components Running the simulation with different parameters of the...

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: 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...

**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...