Thesis - Implementation & validation of Cloud Based Battery State Estimation Algorithms

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...

We have an exciting research opportunity available in the following field: Thesis on Advanced Battery State Estimation Algorithms models using smart sensors. Your responsibilities include: Literature review of possible smart sensors and their impact on BCF Definition of BCF architecture for Smart sensor-based BMS Algorithm development of Battery Core...

YOUR RESPONSIBILITIES: Literature review of possible smart sensors and its effect/impact on BCF Definition of BCF architecture for Smart-sensor based BMS. Algorithm development of Battery Core Function based on smart sensors Validation of the model based on real test data YOUR PROFILE: Ongoing bachelor studies in the fields of Electrical...

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...

Company: AVL List GmbH- Location: Graz, AT, 8020- Job ID: 34827AVL 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, vehicle integration,...

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...

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 - 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...

We have an exciting research topic available for a thesis:Analysis of Predictive Fast Charging Algorithms to Enhance Battery LifetimeYour Responsibilities:Literature review of aging models and predictive fast charging algorithmsAlgorithm development for predicting battery pack lifetimeCreating a strategy to optimize fast charging based on battery pack...

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: Review state-of-the-art electro-chemical-mechanical modeling approaches for automotive batteries. Investigate the fundamental electrochemical aging processes and their coupling with mechanical deformation and cell thickness growth (swelling). Develop mathematical and computational models for battery behavior under different...

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...

Firma: AVL List GmbH- Standort: Graz, AT, 8020- Job ID: 34827AVL 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...

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: 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 - 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 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...

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 - Full life cycle Digital Twin for EV Batteries:Master Thesis:Batteries represent the most valuable, and to some extend also the most defining part of electrical vehicles (EV). As EV markets ramp up, battery innovation is key to global competitiveness. Performance, weight, safety, resilience, reduction of raw material reliance, and recyclability are...

YOUR RESPONSIBILITIES: Analysis of data structures of systems interacting with EV batteries along their life cycle (testers, chargers, battery management systems, diagnostics etc) Implementation of a digital twin, capable of collecting, processing and representing data from a sub-group of these systems, based on the Eclipse Arrowhead infrastructure ...