Dr Muhammed Cavus

Research Fellow

School: Engineering, Physics and Mathematics

Email Muhammed

Key Publications

Please visit the Pure Research Information Portal for further information
Deep Multi-Task Forecasting of Net-Load and EV Charging with a Residual-Normalised GRU in IoT-Enabled Microgrids, Cavus, M., Jiang, J., Allahham, A. 7 Jan 2026, In: Energies
Advances in Energy Storage, AI Optimisation, and Cybersecurity for Electric Vehicle Grid Integration, Cavus, M., Ayan, H., Bell, M., Dissanayake, D. 29 Aug 2025, In: Energies
Advancing Power Systems with Renewable Energy and Intelligent Technologies: A Comprehensive Review on Grid Transformation and Integration, Cavus, M. 15 Mar 2025, In: Electronics
A Health-Aware Hybrid Reinforcement–Predictive Control Framework for Sustainable Energy Management in Photovoltaic–Electric Vehicle Microgrids, Cavus, M., Bell, M. 24 Dec 2025, In: Batteries
Deep charge-fusion model: Advanced hybrid modelling for predicting electric vehicle charging patterns with socio-demographic considerations, Cavus, M., Ayan, H., Bell, M., Oyebamiji, O., Dissanayake, D. 7 Mar 2025, In: International Journal of Transportation Science and Technology
Deep-Fuzzy Logic Control for Optimal Energy Management: A Predictive and Adaptive Framework for Grid-Connected Microgrids, Cavus, M., Dissanayake, D., Bell, M. 19 Feb 2025, In: Energies
Enabling Smart Grid Resilience with Deep Learning-Based Battery Health Prediction in EV Fleets, Cavus, M., Bell, M. 24 Jul 2025, In: Batteries
Enhancing Smart Grid Reliability Through Data-Driven Optimisation and Cyber-Resilient EV Integration, Cavus, M., Ayan, H., Sari, M., Akbulut, O., Dissanayake, D., Bell, M. 25 Aug 2025, In: Energies
False Data Injection Attack Resilient Microgrid Protection Scheme Using Critical Sensor Identification and Gated Recurrent Unit Classifier, Rameshrao, A., Jiang, J., Cavus, M., Rajasekaran, J., Peiris, V., Harsh, P., Sun, H. 20 Oct 2025, 2025 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), Piscataway, United States, IEEE
Forecasting Electric Vehicle Charging Demand in Smart Cities Using Hybrid Deep Learning of Regional Spatial Behaviours, Cavus, M., Ayan, H., Dissanayake, D., Sharma, A., Deb, S., Bell, M. 29 Jun 2025, In: Energies