Master Thesis
2025
In progress
2024
Jay Ishwarbhai Panchal. Development of a Framework for Battery Testing Automation. 2024. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Dikshit Kathiriya. Towards a Battery Digital Twin: A Data-Driven Model for Predicting the State of Health. 2024. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Nikhilkumar Mukeshbhai Saliya. Battery State-of-Health prediction using Computational Intelligence. 2024. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Istihad Jami. Energy Management System using IoT. 2024. Dissertation (Master in Renewable Energy System) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior
Nikhil Kotha. Data-Driven Model Development Using Machine Learning Algorithms for Estimating State of Health in Lithium-Ion Batteries. 2024. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Pascal Schäfer. Evaluierung von unterschiedlichen Lithium-Ionen-Batterietypen auf Basis realitätsnaher Fahrzyklen unter Berücksichtigung zyklischer Alterungsprozesse. 2024. Dissertation (Master in Electrical Engineering of Mobile Systems) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior
2023
Johann Cherian Mathew. Development of an Interface for Vehicle CAN Data Acquisition with Wireless Data Transmission Capabilities. 2023. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Ronak Pambhar. Aging Characteristics of Lithium-Ion Batteries in Electric Vehicles: Insights from Real Driving Data. 2023. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
2022
Daniel Knerlein. Zyklische Alterung von mehreren 18650 LiFePO4 - Rundzellen mit unterschiedlichen Temperaturen, Strömen, Entladetiefen - Auswirkung der gemessenen gealterten Zellen auf die Kapazität und Energie - kurzer Ausblick auf die Technik der Modellbildung. 2022. Dissertation (Master in Electrical Engineering of Mobile Systems) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Michael Klausser. Vorhersage der zyklischen Alterung von Lithium-Ionen zellen mit Deep learning. 2022. Dissertation (Master in Electrical Engineering of Mobile Systems) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Thomas Hußenether. Untersuchung von Unsicherheiten und Fehlerfortpflanzung bei Messungen, die in Batterietests durchgeführt werden. 2022. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Vinay Kumar Veeranna. Development of a data-driven model to predict the remaining useful life of batteries. 2022. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt, . Advisor: Carlos Antônio Rufino Júnior.
Amir Alibegovic. Entwicklung eines semi-empirischen Modells zur Abschätzung der Kapazität von Batteriezellen. 2022. Dissertation (Master in International Automotive Engineering) - Technische Hochschule Ingolstadt, . Advisor: Carlos Antônio Rufino Júnior.
Bachelor Thesis
2024
Yaowei Wang. Development of machine learning models for estimating battery State-of-health (SOH). 2024. Bachelor's Degree in Vehicle engineering- Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
2023
Jialiang Qin. Estimation of the State of Charge (SoC) and/or State of Health (SoH) in real driving cycles. 2023. Bachelor's Degree in Vehicle Engineering - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
Bastian Spenger. Application of active balancing strategies for heterogeneous battery cells. 2023. Bachelor's Degree Electrical Engineering and Electromobility - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.
2022
Caio César Branco Nunes. Estimation of the state of charge of batteries in electric vehicles using computational intelligence. 2022. Graduate in Electrical Engineering - Federal Institute of Minas Gerais. Advisor: Carlos Antônio Rufino Júnior.
Bastian Spenger. Studie über heterogene Zellausgleichstechniken in einem Batteriemodul. 2022. Degree in Electrical Engineering and Electromobility - Technische Hochschule Ingolstadt. Advisor: Carlos Antônio Rufino Júnior.