FME Battery PhDs and projects
Master
We are proud to present our clever, young and aspiring master students.
Ivan Fernandez, PhD
Affiliation: NTNU
Email: ivan.fernandez@ntnu.no
Work package: Digitalisation (WP6)
Supervisor: Jacob J. Lamb (NTNU)
Co-supervisors: Odne S. Burheim (NTNU), Jan Petter Mæhlen (IFE), Preben J. S. Vie (IFE) and Julia Wind (IFE)
Period: March 2025 – March 2028
Thesis title: Development of battery digitalisation methods for parameter identification
About the thesis
This PhD project, conducted in collaboration between NTNU and IFE, aims to advance battery research through the accurate estimation of key internal parameters, such as state of charge (SOC), state of health (SOH), thermal behavior, and aging, which are often difficult to measure directly.
The scope of the project extends beyond these parameters, encompassing additional relevant indicators of battery performance and degradation to provide a more comprehensive understanding.
By combining physics-based models with data-driven approaches, the research will develop a hybrid framework for reliable parameter estimation. Simulated, experimental, and real-world operational data will be used to train and validate machine learning methods, with a strong focus on assessing their performance across various modeling scenarios.
Sina Orangi, Post.doc
Affiliation: NTNU
Email: sina.orangi@ntnu.no
Work Package: Sustainability (WP1)
Supervisor: Anders Hammer Strømman
Period: January 2025 – January 2029
About the project
This work focuses on sustainability by developing high-resolution environmental assessments of the lithium-ion battery value chain. Using bottom-up and process-based modeling, the project analyzes key stages: upstream processes like mining and material refining, battery production in giga-factories, and downstream steps such as second-life applications and recycling.
While the main goal is to understand environmental impacts, the work also includes techno-economic analysis to evaluate costs and performance using the same detailed modeling approach in order to build an integrated assessment model that covers both current and next-generation battery chemistries. This model will provide valuable insights for making more sustainable technology and policy decisions. In addition, the project supports collaboration across other work packages within the center, helping to create a more complete picture of battery systems and their role in a clean energy future for Norway.