Thesis - System Modelling for HV Battery Failures leading to Thermal Propagation
vor 2 Wochen
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 batteries. Compare the developed models using experimental data in a statistical sense.YOUR PROFILE:
Ongoing master studies in the fields of technical or natural sciences (physics, mathematics or similar...) Basic knowledge of any system modelling language and software SysML, Modelica, ...) Good proficiency in mathematical statistics Experience in applying data science methods is a plus Highly developed quality awareness with strong attention to details High level of self-reliance with the ability to work in a team, as well as autonomously Fluent English language skills are essential, fluent German is beneficialWE OFFER:
You can write your thesis independently and receive professional guidance and support from our experienced employees. You will have the opportunity to exchange ideas with experts in the company and benefit from their expertise. Take the opportunity to immerse yourself in the world of AVL and embed your theoretical knowledge in a practical environment.The successful completion of the thesis is remunerated with a one-time fee of 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
At AVL, we foster and celebrate diversity: We recognize that diverse ways of thinking are required to achieve our vision of a greener, safer, and better world of mobility. Different backgrounds, attitudes, interests, and experiences make us successful. As Equal Opportunity Employer we consider all qualified applicants without regard to ethnicity, religion, gender, sexual orientation or disability status.
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Thesis - Survival Analysis for Hv Battery Failures
vor 2 Wochen
Graz, Steiermark, Österreich AVL VollzeitCompany: 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,...
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System Lead Thermal Management of Hv Battery M/F/d
vor 2 Wochen
Graz, Steiermark, Österreich Magna International Inc. VollzeitMore than 4 million produced vehicles, experience in automotive manufacturing for more than 120 years and a comprehensive range of services make Magna Steyr a world leading and brand-independent manufacturing and engineering partner for car makers. As part of Magna International, an international operating company with almost 450 sites worldwide, we provide...
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Thesis - Survival Analyse Für Hv Battery Failures
vor 2 Wochen
Graz, Steiermark, Österreich AVL VollzeitFirma: 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...
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System Lead Thermal Management
vor 2 Wochen
Graz, Steiermark, Österreich Segula Technologies VollzeitCompany DescriptionJoin the world of the future in a fast growing international companyAt SEGULA Technologies you will have the opportunity to work on exciting projects and help shaping the future within an engineering company which is at the heart of innovation. From 3D printing, augmented reality, connected vehicle to the factory of the future - new...
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Thesis - Edu Thermal Development
vor 2 Wochen
Graz, Steiermark, Österreich AVL VollzeitThesis - 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...
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Thesis - Remaining Capacity Prediction for
vor 2 Wochen
Graz, Steiermark, Österreich AVL VollzeitThesis - 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...
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Thesis - EDU Thermal Development
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR 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...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitWe 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...
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Thesis - EDU Thermal Development
vor 2 Wochen
Graz, Steiermark, Österreich AVL List GmbH VollzeitAlong 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.Postprocessing of measurement results from hardware EDU tests Build-up of a...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitWe 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...
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Graz, Steiermark, Österreich BEST - Bioenergy and Sustainable Technologies GmbH VollzeitWelcome to the innovative world of BESTBEST - Bioenergy and Sustainable Technologies GmbH is the leading center in Austria focusing on pre-competitive industry-related research in the bioenergy and biobased economy sector.Join our dynamic team at BEST where we actively contribute to the shift towards a sustainable and eco-friendly bioeconomy.Your skills and...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR 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...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR 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...
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Thesis - General Comparison of Ml Methods for
vor 2 Wochen
Graz, Steiermark, Österreich AVL VollzeitThesis - 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...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR 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...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitWe 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...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitWe 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...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR 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,...
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Thesis - Full Life Cycle Digital Twin for Ev
vor 2 Wochen
Graz, Steiermark, Österreich AVL VollzeitThesis - 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...
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Graz, Steiermark, Österreich AVL List GmbH VollzeitYOUR 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...
