| Machine learning solutions for renewable energy systems: Applications, challenges, limitations, and future directions Z Allal, HN Noura, O Salman, K Chahine Journal of Environmental Management 354, 120392, 2024 | 23 | 2024 |
| Machine Learning Algorithms for Solar Irradiance Prediction: A Recent Comparative Study Z Allal, HN Noura, K Chahine e-Prime-Advances in Electrical Engineering, Electronics and Energy 7, 100453, 2024 | 12 | 2024 |
| Leveraging the power of machine learning and data balancing techniques to evaluate stability in smart grids Z Allal, HN Noura, O Salman, K Chahine Engineering Applications of Artificial Intelligence 133, 108304, 2024 | 8 | 2024 |
| Wind turbine fault detection and identification using a two-tier machine learning framework Z Allal, HN Noura, F Vernier, O Salman, K Chahine Intelligent Systems with Applications 22, 200372, 2024 | 7 | 2024 |
| Efficient health indicators for the prediction of the remaining useful life of proton exchange membrane fuel cells Z Allal, HN Noura, K Chahine Energy Conversion and Management: X 21, 100503, 2024 | 3 | 2024 |
| Explainable artificial intelligence of tree-based algorithms for fault detection and diagnosis in grid-connected photovoltaic systems HN Noura, Z Allal, O Salman, K Chahine Engineering Applications of Artificial Intelligence 139, 109503, 2025 | 1 | 2025 |
| Power consumption prediction in warehouses using variational autoencoders and tree-based regression models Z Allal, HN Noura, O Salman, K Chahine Energy and Built Environment, 2024 | | 2024 |
| Advanced Anomaly Detection in Energy Control Systems Using Machine Learning and Feature Engineering Z Allal, H Noura, O Salman, A Chehab 2024 8th Cyber Security in Networking Conference (CSNet), 15-21, 2024 | | 2024 |
| A comparative study of ensemble methods and multi-output classifiers for predictive maintenance of hydraulic systems HN Noura, T Chu, Z Allal, O Salman, K Chahine Results in Engineering 24, 102900, 2024 | | 2024 |
| Predicting Power Consumption Using Machine Learning Techniques Z Allal, H Noura, O Salman, F Vernier 2024 International Wireless Communications and Mobile Computing (IWCMC …, 2024 | | 2024 |