Nigel Groome Studentship: Battery degradation modelling and SOX estimation for EV applications PhD

Accurate battery degradation modelling and estimation of electrochemical states are essential for improving electric vehicle performance, safety, and lifetime. This PhD, in collaboration with Jaguar Land Rover, will develop physics-informed, state-based estimatiion algorithms for Lithium-ion battery systems. The project will integrate electrochemical degradation models with advanced estimation methods, inc. Kalman filtering and observer-based techniques, to enable real-time prediction of internal states and ageing mechanisms. Emphasis will be placed on balancing model fidelity, computationals efficiency, and robustness under varying operating conditions. The outcomes will support next-generation BMS with improved diagnostics, prognostics, and control for automotive applications. This project will investigate the coupling between battery degradation phenomena and state estimation frameworks suitable for real-time automotive deployment.

Essential Criteria A Master's degree (or equivalent) in Electrical Engineering, Control Engineering, Mechatronics or Robotics, or a related discipline with a strong focus on dynamic systems Strong background in state-space modelling, estimation theory, and control systems Good understanding of Lithium-ion battery systems, BMS, and battery models, including equivalent circuit and electrochemical models. Proven ability to develop and implement state estimation algorithms, such as Kalman filters and observers, for real-time applications. Proficiency in MATLAB and Simulink for modelling, simulation, and validation using experimental or real-world data. Strong analytical, independent research, and communication skills, with motivation to publish in leading journals and conferences. International applications English language requirements International/EU applicants must have a valid IELTS Academic test certificate (or equivalent) with an overall minimum score of 6.0 and no score below 5.5 issued in the last 2 years by an approved test centre. Application process Contact information of two referees, or full reference letters Copies of your previous degree certificates and transcrips A scan of your passport Evidence of English language proficiency in-line with university requirements (international only) A CV and cover letter Evidence of ability to cover the fee difference (international only) Director of Studies: Professsor Shahab Resalat Supervisors: Dr Aydin Azizi External Advisors: Mr Burak Celen and Dr Farhad Salek Project Contact: Shahab Resalati ( sresalati@brookes.ac.uk )

IELTS Academic test certificate (or equivalent) with an overall minimum score of 6.0 and no score below 5.5 issued in the last 2 years by an approved test

September 2026

5 June 2026

• Headington, United Kingdom