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Thesis - Implementation and validation of physics based cell models
YOUR RESPONSIBILITIES: Literature review of possible physics-based cell models Algorithm development and implementation of physics-based model Concept development of a data generation model to obtain data which can be to calibrate an equiv…
Thesis - Machine Learning methods in the field of ADAS/AD
YOUR RESPONSIBILITIES: Development of new generation machine learning methods focused on the detection of object, lane and driving scenarios Integration of the developed methods into AVL platforms Testing and analysing full self-driving stacks under different …
Thesis - Advanced Battery State Estimation Algorithms models using smart sensors
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 re…
Thesis - Advanced electric drive modeling using multi body dynamics
YOUR RESPONSIBILITIES: Execution of a literature study Development of transmission dynamic modeling techniques Evaluation of tool and performance through a study Calculation of relevant EDU dynamic and excitation parameters YOUR PROFILE: Ongoing master studies…
Thesis - Hybrid Aeroacoustic investigation of rotating axial fan modelled as EMBB
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…
Thesis - Smart Monitors exploiting differential video sensors & neuromorphic computing
YOUR RESPONSIBILITIES: State of the art analysis of approaches to perform ML on DVS streams Select a model, then fine-tune it if required for a typical automotive scenario alternatively: build a simple own model by applying multi-stage learning using an existi…
Thesis - General comparison of ML methods for Li-Ion battery voltage prediction
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, Gaus…
Thesis - Coupling of High Voltage and Low Voltage Electrical Systems
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 re…
Thesis - Fahrzeugdynamik mit gekoppelter elektrischer Achse, Bremse & Rekuperation
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 spezialisiert ist. Passend dazu sollen im Rahmen dieser Masterarbeit unte…