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M. Cavus · SciRah

Researcher profile · Semantic Scholar

M. Cavus

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M. Cavus — researcher profile on SciRah

h-index: 16
Works: 35
Citations: 857

Most-cited papers

Advancing Power Systems with Renewable Energy and Intelligent Technologies: A Comprehensive Review on Grid Transformation and Integration
M. Cavus
2025Electronics200 citations Open access
Semantic Scholar
Next Generation of Electric Vehicles: AI-Driven Approaches for Predictive Maintenance and Battery Management
M. Cavus, D. Dissanayake, M. Bell
2025Energies141 citations Open access
Semantic Scholar
Hybrid Intelligent Control System for Adaptive Microgrid Optimization: Integration of Rule-Based Control and Deep Learning Techniques
Osman Akbulut, M. Cavus, Mehmet Cengiz, A. Allahham +2 more
2024Energies45 citations Open access
Semantic Scholar
Energy Management of Grid-Connected Microgrids Using an Optimal Systems Approach
M. Cavus, A. Allahham, K. Adhikari, M. Zangiabadi +1 more
2023IEEE Access44 citations Open access
Semantic Scholar
A Review of Microgrid Energy Management Strategies from the Energy Trilemma Perspective
T. Pamulapati, M. Cavus, I. Odigwe, A. Allahham +2 more
2022Energies40 citations Open access
Semantic Scholar
Deep-Fuzzy Logic Control for Optimal Energy Management: A Predictive and Adaptive Framework for Grid-Connected Microgrids
M. Cavus, D. Dissanayake, M. Bell
2025Energies37 citations Open access
Semantic Scholar
Enabling Smart Grid Resilience with Deep Learning-Based Battery Health Prediction in EV Fleets
M. Cavus, M. Bell
2025Batteries37 citations Open access
Semantic Scholar
A hybrid method based on logic predictive controller for flexible hybrid microgrid with plug-and-play capabilities
M. Cavus, A. Allahham, K. Adhikari, Damian Giaouris
2024Applied Energy37 citations Open access
Semantic Scholar
Spatio-Temporal Attention-Based Deep Learning for Smart Grid Demand Prediction
M. Cavus, A. Allahham
2025Electronics36 citations Open access
Semantic Scholar
Forecasting Electric Vehicle Charging Demand in Smart Cities Using Hybrid Deep Learning of Regional Spatial Behaviours
M. Cavus, Huseyin Ayan, D. Dissanayake, Anurag Sharma +2 more
2025Energies29 citations Open access
Semantic Scholar
Enhanced Microgrid Control through Genetic Predictive Control: Integrating Genetic Algorithms with Model Predictive Control for Improved Non-Linearity and Non-Convexity Handling
M. Cavus, A. Allahham
2024Energies27 citations Open access
Semantic Scholar
Advances in Energy Storage, AI Optimisation, and Cybersecurity for Electric Vehicle Grid Integration
M. Cavus, Huseyin Ayan, M. Bell, D. Dissanayake
2025Energies23 citations Open access
Semantic Scholar
Enhancing Smart Grid Reliability Through Data-Driven Optimisation and Cyber-Resilient EV Integration
M. Cavus, Huseyin Ayan, Mahmut Sari, Osman Akbulut +2 more
2025Energies20 citations Open access
Semantic Scholar
Control of microgrids using an enhanced Model Predictive Controller
M. Cavus, A. Al-Lahham, K. Adhikari, M. Zangiabadia +1 more
202211th International Conference on Power Electronics, Machines and Drives (PEMD 2022)19 citations
Semantic Scholar
Deep Multi-Task Forecasting of Net-Load and EV Charging with a Residual-Normalised GRU in IoT-Enabled Microgrids
M. Cavus, Jing Jiang, A. Allahham
2026Energies18 citations Open access
Semantic Scholar
Switched Auto-Regressive Neural Control (S-ANC) for Energy Management of Hybrid Microgrids
M. Cavus, Y. Ugurluoglu, Huseyin Ayan, A. Allahham +2 more
2023Applied Sciences18 citations Open access
Semantic Scholar
Deep Charge-Fusion Model: Advanced Hybrid Modelling for Predicting Electric Vehicle Charging Patterns with Socio-Demographic Considerations
M. Cavus, Huseyin Ayan, Margaret Carol Bell Cbe, O. Oyebamiji +1 more
2025International Journal of Transportation Science and Technology15 citations Open access
Semantic Scholar
A physics-informed machine learning framework for climate-aware digital twins in decentralised energy systems
M. Cavus, Jing Jiang, A. Allahham, Hong-Jian Sun
2026Applied Energy11 citations Open access
Semantic Scholar
Understanding User Behaviour and Predicting Charging Costs: A Machine Learning Approach to Support Electric Vehicle Adoption Decisions
M. Cavus, Huseyin Ayan, M. Bell, D. Dissanayake
2025IET Intelligent Transport Systems11 citations Open access
Semantic Scholar
Transparent and bias-resilient AI framework for recidivism prediction using deep learning and clustering techniques in criminal justice
M. Cavus, Muhammed Benli, Usame Altuntas, Mahmut Sari +2 more
2025Applied Soft Computing10 citations Open access
Semantic Scholar
Review of Batteries Thermal Problems and Thermal Management Systems
K. F. Sökmen, M. Cavus
201710 citations
Semantic Scholar
Learning-enhanced stochastic model predictive control with trustworthy forecasting for resilient multi-energy microgrid operation
M. Cavus, Jing Jiang, A. Allahham, Hong-Jian Sun
2026Applied Energy8 citations Open access
Semantic Scholar
Digital twins for hazard-resilient power grids: A systematic review and roadmap
M. Cavus, Jing Jiang, A. Allahham, Awagan Goyal Rameshrao +4 more
2026Renewable & Sustainable Energy Reviews7 citations Open access
Semantic Scholar
Weather-Aware Energy Forecasting with NeuroFusion: A Hybrid Deep Learning and Gradient Boosting Framework
M. Cavus, Jing Jiang, Hong-Jian Sun
2025IEEE International Conference on Smart Grid Communications5 citations
Semantic Scholar
A Health-Aware Hybrid Reinforcement–Predictive Control Framework for Sustainable Energy Management in Photovoltaic–Electric Vehicle Microgrids
M. Cavus, M. Bell
2025Batteries5 citations Open access
Semantic Scholar
Sensor-Based Automatic Recognition of Construction Worker Activities Using Deep Learning Network
Ömür Tezcan, Cemil Akcay, Mahmut Sarı, M. Cavus
2025Italian National Conference on Sensors4 citations Open access
Semantic Scholar
Resilient Smart Grid Management through Weather-Informed and Economic Dispatch
M. Cavus, Jing Jiang, A. Allahham, Hong-Jian Sun
20252025 IEEE/CIC International Conference on Communications in China (ICCC Workshops)3 citations
Semantic Scholar
Maximizing Microgrid Efficiency: A Unified Approach with Extended Optimal Propositional Logic Control
M. Cavus
2024Academia Green Energy3 citations Open access
Semantic Scholar
Enhancing Uncertainty Estimation with Deep Gaussian Processes
O. Oyebamiji, D. Dissanayake, M. Cavus
2024UK AI3 citations
Semantic Scholar
KASVA: A Variational Deep Learning Framework for Measuring Regional Sustainability and Inequality
C. Celiktas, Fatih Cüre, M. Cavus
2026Sustainability1 citations Open access
Semantic Scholar
Using Machine Learning to Investigate User Behaviour of Tyne and Wear Metro
Huseyin Ayan, M. Cavus, Y. Ugurluoglu, Cafer Deniz +2 more
2025International Journal of Transportation Science and Technology1 citations Open access
Semantic Scholar
False Data Injection Attack Resilient Microgrid Protection Scheme Using Critical Sensor Identification and Gated Recurrent Unit Classifier
Awagan Goyal Rameshrao, Jing Jiang, M. Cavus, James Ranjith Kumar Rajasekaran +3 more
2025IEEE PES Innovative Smart Grid Technologies Conference Europe1 citations
Semantic Scholar
Prediction of EV Energy Consumption Through a Hybrid Modeling Framework Involving Use of Machine Learning
F. Dogan, M. Cavus
2026International Conference on Control, Decision and Information Technologies0 citations
Semantic Scholar
Digital-Twin Attention-Augmented Adaptive Model Predictive Control for Degradation-Aware Residential Battery Energy Management
M. Cavus
2026Batteries0 citations Open access
Semantic Scholar
University of Birmingham A Review of Microgrid Energy Management Strategies from the Energy Trilemma Perspective
P. Faria, Ramiro Barbosa, T. Pamulapati, M. Cavus +4 more
0 citations
Semantic Scholar

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A. Allahham×13
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A. Allahham — researcher profile on SciRah
D. Dissanayake×9
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D. Dissanayake — researcher profile on SciRah
M. Bell×9
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Huseyin Ayan×8
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Damian Giaouris

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Y. Ugurluoglu×3

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T. Pamulapati×2

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