PhD Global Excellence and Mobility Scholarship (GEMS 2027). AI-Driven G2V and V2G Coordination for Energy Management
Not stated
- Funding
- Competition Funded PhD Project (Students Worldwide)
- Application deadline
- 31 January 2027
About the project
About the Project The rapid growth of electric vehicles (EVs) and the integration of renewable energy pose major challenges for grid stability and energy management. Existing vehicle-to-grid (V2G) models struggle to accurately predict available capacity due to uncertainties in EV usage and computational delays in real-time decision-making. A key innovation is the integration of a multi-layered, data-driven forecasting model using Transformer-based algorithms to predict EV arrival/departure times, charging demand, and renewable energy generation. Furthermore, this project will develop an AI-assisted optimization framework for real-time management of EV charging (G2V) and discharging (V2G). Game-theory-based pricing mechanisms and AI-assisted Mixed-Integer Linear Programming (MILP) will be combined to balance user incentives, battery degradation costs, and computational efficiency. The framework will be validated using real-world EV charging, building load, and solar generation data from Malaysia’s commercial and industrial sectors, in collaboration with EV and Solar industry partners. For enquiries, please contact Dr Tan Wen Shan For more information about this project, please visit our GEMS website. ----------------------------------------------------------------------- How to Apply When you apply for admission into your preferred degree program you will be able to select your scholarship type. No separate application is required. By clicking on a course , you will be directed to further information, including details on ‘How to Apply’. However, before applying for a GEMS, it is recommended that you first contact the main supervisor for this GEMS research topic. Please provide details of your academic background and achievements to the supervisor so that they can assess your suitability for the GEMS research topic you are interested in. Main Supervisor (Malaysia): Dr Tan Wen Shan Associate Supervisor (Malaysia): Assoc Prof Vishnu Monn Associate Supervisor (Australia): Dr Hao Wang Associate Supervisor (Indonesia): Assoc Prof Risqi Saputra