Exploring Advanced Machine Learning Techniques for Li-Ion Battery Voltage Prediction

Job Description:We are seeking a highly motivated and skilled Machine Learning Engineer to join our team at AVL List GmbH. As a Machine Learning Engineer, you will be responsible for developing and implementing advanced machine learning algorithms for predicting the output voltage of Li-Ion batteries.Responsibilities:Develop and train machine learning models...

Thesis Opportunity: Comparing ML Methods for Battery Voltage EstimationWe are seeking a highly motivated and skilled electrical engineer to work on a thesis project focused on comparing machine learning methods for Li-Ion battery voltage prediction.Your ResponsibilitiesDevelop and implement machine learning algorithms for battery voltage predictionCompare...

We are seeking a skilled Battery Voltage Prediction Engineer to join our team at AVL List GmbH. As a key contributor, you will play a crucial role in developing and implementing machine learning algorithms for Li-Ion battery voltage prediction.About the ProjectThe successful candidate will be responsible for comparing different machine learning methods,...

Company OverviewAVL List GmbH is a leading technology company that develops pioneering solutions for the international automotive industry, transportation, and machinery industries.SalaryThe remuneration for this position includes a one-time fee paid as compensation for the successful completion of the thesis. The estimated annual salary is approximately...

 We offer the following reserach topic: Thesis - General comparison of ML methods for Li-Ion battery voltage prediction Your Responsibilities 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...

We offer the following reserach topic:Thesis - General comparison of ML methods for Li-Ion battery voltage predictionYour ResponsibilitiesIn 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...

We offer the following reserach topic:Thesis - General comparison of ML methods for Li-Ion battery voltage predictionYour ResponsibilitiesIn 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...

Thesis Opportunity: Predictive Modeling for Electric VehiclesWe invite talented students to contribute to our research efforts in developing cutting-edge battery technology for electric vehicles.The successful candidate will work on a thesis project focused on predictive modeling, leveraging machine learning algorithms to improve SOC and SOH estimates.This...

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...

Unlock the Potential of Electric VehiclesWe invite an ambitious research associate to join our team at AVL List GmbH and contribute to the development of cutting-edge technology for electric vehicles.Key Responsibilities:Implement and compare different machine learning algorithms to improve SOC and SOH estimates, promoting progress in battery technology for...

Your Responsibilities:Develop an electrical equivalent circuit of a battery (ECC) State Space Model (SS-Model) on time invariant model parameters (R & C constant).Implement and compare different ML algorithms like NN, LSTM, Decision Trees, Gaussian Processes, Feature Engineering for system identification to predict the output voltage of a Li-Ion battery. The...

Unlock the Future of Sustainable MobilityWe are seeking a highly motivated individual to join our team at AVL List GmbH in a research project that combines theoretical knowledge with practical application.About the ProjectThe automotive industry is rapidly shifting towards electric vehicles, and accurate State of Charge (SOC) and State of Health (SOH)...

We are seeking a highly skilled Machine Learning Expert to join our team at AVL List GmbH in Graz, Austria. The ideal candidate will have expertise in machine learning algorithms and a strong background in computer science, telematics, or physics.About the RoleThe successful candidate will work on optimizing battery testing for electric vehicles (EVs) using...

Are you passionate about the intersection of machine learning and electric vehicle battery testing? Do you want to apply your skills in a real-world setting?Job DescriptionAs an Expert in Machine Learning for EV Battery Testing, you will play a crucial role in optimizing battery testing facilities for electric vehicles. You will work closely with our team to...

Job DescriptionWe are seeking a highly motivated and skilled individual to join our team at AVL List GmbH as a thesis researcher.About the ThesisThis thesis project focuses on developing machine learning methods for testing battery and fuel cells. The successful candidate will design, implement, and validate these methods within our AVL testing pipeline.Your...

About AVLAVL is a leading technology company for the development, simulation and testing of powertrains, and a leading player in the field of clean transportation. We provide innovative and holistic solutions for the automotive industry.Our expertise ranges from the early stages of vehicle development, through to development and validation of powertrains, to...

Company Overview\AVL List GmbH is a leading technology company that drives mobility and transportation progress through pioneering solutions in the fields of powertrain development, test systems, and composite technologies.\Estimated Salary\The estimated salary for this position ranges between €55,000 to €65,000 per year, depending on qualifications and...

We are seeking a highly motivated and skilled Machine Learning Expert to join our team at AVL List GmbH. The successful candidate will be responsible for developing and implementing machine learning methods for testing battery and fuel cells.Key ResponsibilitiesDevelop and implement machine learning algorithms for testing battery and fuel cellsCollaborate...

Responsibilities:Analyze and adapt data models for battery testing to improve efficiency and accuracy.Design and implement a test environment to simulate battery test lab conditions, ensuring reliable and repeatable results.Study and apply state-of-the-art machine learning techniques to optimize plant management and battery testing processes.Develop and...

Company OverviewAVL is one of the world's leading mobility technology companies, providing innovative solutions for the automotive industry and beyond.Job DescriptionWe are seeking a highly motivated individual to conduct research on predictive fast charging algorithms and their impact on battery lifetime. The successful candidate will have the opportunity...