Michel Owayjan

Documents

Publications

Flat filtering model-free control of floating offshore wind turbine above rated wind speed with radial basis function neural network

Michel Owayjan , Azeddine Houari , Roger Achkar , Mourad Ait-Ahmed , Hao Chen

Ocean Engineering, 2026, 349, pp.124102. ⟨10.1016/j.oceaneng.2025.124102⟩

Article dans une revue hal-05505547v1

Formula 1 Race Winner Prediction Using Random Forest and SHAP Analysis

Elias El Haber , Elie Sawaya , Maroun Attieh , Aldo Tannous , Weam Ghazaly et al.

2025 International Conference on Control, Automation, and Instrumentation (IC2AI), Feb 2025, Beirut, France. pp.1270-1274, ⟨10.1109/IC2AI62984.2025.10932140⟩

Communication dans un congrès hal-05148972v1

Optimized Car Cooling System Using Solar Energy

Elie Bassil , Gaby Abou Haidar , Michel Owayjan , Roger Achkar

The Fifth International Conference on Electrical Sciences and Technologies in the Maghreb (CISTEM 2024), Oct 2024, Rabat, Morocco. pp.03013, ⟨10.1051/epjconf/202533003013⟩

Communication dans un congrès hal-05144257v1

Enhancing Reliability of Lightpath QoT Estimation Models using Bias Mitigation Techniques

Hussein Jammal , Omran Ayoub , Andrea Bianco , Michel Owayjan , Cristina Rottondi

2025 25th Anniversary International Conference on Transparent Optical Networks (ICTON), IEEE, Jul 2025, Barcelona, Spain. pp.1-4, ⟨10.1109/ICTON67126.2025.11125252⟩

Communication dans un congrès hal-05233745v1

Driver Drowsiness Detection Using CNN

Maya Ghezzawi , Pio Jighalian , Sarah Khalil , Gaby Abou Haidar , Michel Owayjan et al.

2025 Sixth International Conference on Advances in Computational Tools for Engineering Applications (ACTEA), Sep 2025, Zouk Mosbeh, Lebanon. pp.1-6, ⟨10.1109/ACTEA66485.2025.11189920⟩

Communication dans un congrès hal-05516097v1

Impact of System Order in Model-Free Control of Floating Offshore Wind Turbines: A Comparative Study

Michel Owayjan , Azeddine Houari , Roger Achkar , Mourad Aït-Ahmed , Abdelhakim Saim

10th International Conference on Renewable Energy and Conservation (ICREC 2025),, ICREC, Nov 2025, Florence, Italy

Communication dans un congrès hal-05576386v1

Real-Time Drone System for Detecting, Tracking, and Following of a Mobile Robot in ROS/Gazebo

Ali Salman , Mohammad Dika , Hassan Diab , Michel Owayjan , Roger Achkar

2025 International Conference on Control, Automation, and Instrumentation (IC2AI), Feb 2025, Beirut, France. pp.1-6, ⟨10.1109/IC2AI62984.2025.10932288⟩

Communication dans un congrès hal-05148967v1

Physics Informed Neural Networks to Solve the 2-D Heat Diffusion Equation

Hassan Ozeir , Ali Bazzi , Michel Owayjan , Rida Nuwayhid

2025 Sixth International Conference on Advances in Computational Tools for Engineering Applications (ACTEA), Sep 2025, Zouk Mosbeh, Lebanon. pp.1-5, ⟨10.1109/ACTEA66485.2025.11189901⟩

Communication dans un congrès hal-05516099v1

A Comparative Analysis of Liquid Neural Networks and Incremental Learning Approaches for Stock Market Prediction

Hussein Jammal , Farah Srour , Ali Salman , Michel Owayjan , Omran Ayoub et al.

2025 International Conference on Control, Automation, and Instrumentation (IC2AI), Feb 2025, Beirut, Lebanon. pp.1-6, ⟨10.1109/IC2AI62984.2025.10932165⟩

Communication dans un congrès hal-05148958v1

Robust Model-Free Control of a Floating Offshore Wind Turbine under High Wind & Wave Conditions

Michel Owayjan , Azeddine Houari , Roger Achkar , Mourad Aït-Ahmed , Mahfoud Tahlaiti et al.

2024 International Conference on Control, Automation and Diagnosis (ICCAD), May 2024, Paris, France. pp.1-6, ⟨10.1109/ICCAD60883.2024.10553661⟩

Communication dans un congrès hal-04665817v1

Exploring Distance Metrics for Early RUL Estimation: a Liquid Neural Network Approach

Haidar Damen , Sara Abou Chaar , Michel Owayjan , Gaby Abou Haidar , Roger Achkar

2025 Sixth International Conference on Advances in Computational Tools for Engineering Applications (ACTEA), Sep 2025, Zouk Mosbeh, Lebanon. pp.1-6, ⟨10.1109/ACTEA66485.2025.11189955⟩

Communication dans un congrès hal-05516100v1

The Effects of Nonlinearities on the Robustness of Various Controllers: Application on a DC Motor

Michel Owayjan , Roy Abi Zeid Daou , Xavier Moreau

2018 IEEE International Multidisciplinary Conference on Engineering Technology (IMCET), Nov 2018, Beirut, France. pp.1-6, ⟨10.1109/IMCET.2018.8603065⟩

Communication dans un congrès hal-02472774v1

A Novel Approach to Compare a Sliding Mode Controller with a CRONE Controller in Frequency Domain: Application to a Linear DC Motor

Michel Owayjan , Roy Abi Zeid Daou , Xavier Moreau

IEEE International Multidisciplinary Conference on Engineering Technology , Nov 2016, Beirut, Lebanon

Communication dans un congrès hal-01712850v1

A Comparison between Frequency Domain and Time Domain Controller Synthesis: Position Control of a DC Motor

Michel Owayjan , Roy Abi Zeid Daou , Xavier Moreau

3rd IEEE International Conference on Technological Advances in Electrical, Electronics and Computer Engineering, Apr 2015, Beirut, Lebanon

Communication dans un congrès hal-01712841v1

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Michel Owayjan

Publications

Publications

Flat filtering model-free control of floating offshore wind turbine above rated wind speed with radial basis function neural network

Formula 1 Race Winner Prediction Using Random Forest and SHAP Analysis

Optimized Car Cooling System Using Solar Energy

Enhancing Reliability of Lightpath QoT Estimation Models using Bias Mitigation Techniques

Driver Drowsiness Detection Using CNN

Impact of System Order in Model-Free Control of Floating Offshore Wind Turbines: A Comparative Study

Real-Time Drone System for Detecting, Tracking, and Following of a Mobile Robot in ROS/Gazebo

Physics Informed Neural Networks to Solve the 2-D Heat Diffusion Equation

A Comparative Analysis of Liquid Neural Networks and Incremental Learning Approaches for Stock Market Prediction

Robust Model-Free Control of a Floating Offshore Wind Turbine under High Wind &amp; Wave Conditions

Exploring Distance Metrics for Early RUL Estimation: a Liquid Neural Network Approach

The Effects of Nonlinearities on the Robustness of Various Controllers: Application on a DC Motor

A Novel Approach to Compare a Sliding Mode Controller with a CRONE Controller in Frequency Domain: Application to a Linear DC Motor

A Comparison between Frequency Domain and Time Domain Controller Synthesis: Position Control of a DC Motor

Robust Model-Free Control of a Floating Offshore Wind Turbine under High Wind & Wave Conditions