GUENOUNOU Ouahib

Research team

Engineering and Numerical Tools

Research themes

• Multi-objective optimization
• Artificial intelligence
• Renewable energies
• Modeling and control of systems

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Educational activities

• Electronic
• Control
• Photovoltaic energy

Publication

• In international Journal:
• [1] Kacimi, M. A., Guenounou, O., Brikh, L., Yahiaoui, F., & Hadid, N. (2020). New mixed coding PSO algorithm for a self-adaptive and automatic learning of Mamdani fuzzy rules. Engineering Applications of Artificial Intelligence, 89, 103417.
  [2] Yahiaoui, F., Chabour, F., Guenounou, O., (2018). Real-time implementation of a pso optimized fuzzy logic controller based on a mppt algorithm using dspace board. Journal of
  Electrical Engineering, 18 (2), 171-181.
  [3] Yahiaoui, F., Guenounou, O., Brikh, L., Kacimi, M-A, Ouaret, A. (2016) Optimal Fuzzy
  MPPT Control based PSO Algorithm for Photovoltaic System”, IJCTA, 9(38), 351-363.
  [4] Brikh, L., Guenounou, O., Yahiaoui, F., Kacimi, M. A., & Ouaret, A. (2016). Optimization of TSK Fuzzy Model Using New Improved PSO. International Journal of
  Control Theory and Applications, 323-333.
  [5] Guenounou, O., Dahhou, B., & Chabour, F. (2015). TSK fuzzy model with minimal parameters. Applied Soft Computing, 30, 748-757.
  [6]Guenounou, O., Dahhou, B., & Chabour, F. (2014). Adaptive fuzzy controller based MPPT for photovoltaic systems. Energy Conversion and Management, 78, 843-850.
  [7] Guenounou, O., Belmehdi, A., & Dahhou, B. (2009). Multi-objective optimization o TSK fuzzy models. Expert systems with applications, 36(4), 7416-7423.

In International conference:

• [1] Guenounou, O., Belkaid, A., Colak, I., Dahhou, B., & Chabour, F. (2021, June). Optimization of Fuzzy Logic Controller Based Maximum Power Point Tracking Using Hierarchical Genetic Algorithms. In 2021 9th International Conference on Smart Grid (icSmartGrid) (pp. 207-211). IEEE.
• [2] Aoughlis, C., Belkaid, A., Colak, I., Guenounou, O., & Kacimi, M. A. (2021, September). Automatic and Self Adaptive P&O MPPT Based PID Controller and PSO Algorithm. In 2021 10th International Conference on Renewable Energy Research and Application (ICRERA) (pp. 385-390). IEEE.
• [3] Guenounou, O., Dahhou, B., & Chabour, F. (2020, June). Multi-objective optimization of fuzzy MPPT using improved strength Pareto evolutionary algorithm. In 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE). IEEE.
  [4] Kacimi, M. A., Guenounou, O., & Haddoufi, L. (2020, June). A Multi-Level Environment for the Improvement of the Multi-Swarm Cooperative PSO Algorithm. In 2020 International Conference on Electrical, Communication, and Computer Engineering (ICECCE). IEEE.
  [5] M.A. Kacimi and O. Guenounou, Multi-objective optimization of Mamdani fuzzy rule based system with rule minimization, International Conference on Electronics and Electrical
  Engineering (IC3E’18) Bouira-Algeri, 12-13 November, 2018
  [6] Gaidi, A., Lehouche, H., Belkacemi, S., Tahraoui, S., Loucif, M., & Guenounou, O. (2017, May). Adaptive backstepping control of wind turbine two mass model. In 2017 6th International Conference on Systems and Control (ICSC) (pp. 168-172). IEEE.
  [7] O. Guenounou, F. Yahiaoui, B. Dahhou, F. Chabour. “Multi-objective optimization of fuzzy controller used as maximum power point tracking (MPPT)”, 3rd International Conference on Green Energy and Environmental Engineering GEEE 2016, 23-25 April 2016, Hammamet, Tunisia.
  [8] F. Yahiaoui, O. Guenounou, L. Brikh, M-A Kacimi, A. Ouaret.” Maximum Power Point Tracking Algorithm for Photovoltaic System Using a PSO Optimized Fuzzy Logic Controller”, 3rd International Conference on Green Energy and Environmental Engineering GEEE 2016, 23- 25 April 2016, Hammamet, Tunisia.
  [9] L. Brikh, O. Guenounou, F. Yahiaoui, A. Ouaret , M-A Kacimi. “Optimization of TSK fuzzy model using a new improved PSO”, 3rd International Conference on Green Energy and
  Environmental Engineering GEEE 2016, 23-25 April 2016, Hammamet, Tunisia.
  [10] O. Guenounou and B. Dahhou, “Adaptive Fuzzy Controller Based MPPT for Photovoltaic Systems”, Fourth International Renewable Energy Congress, (IREC’2012), Sousse, Tunisia, December 20-22, 2012, pp. 365-370.
  [11] O. Guenounou, B. Dahhou, N. Achat et Y. Mebarki “Application de l’approche neuro-floue pour la commande d’un bioprocédé”, International Conference on Electrical Engineering and Control Applications, (ICEECA’12), Khenchela, Algeria, November 20-22, 2012, 6p.
  [12] O. Guenounou, A. Belmehdi, B. Dahhou and N. Belkherchi, “Design of fuzzy controller using genetic algorithms with new mutation operator” , IEEE International Multi Conference on Systems, Signals & Devices (SSD’11), Sousse, Tunisia, March 22-25, 2011, 6p.
  [13] O. Guenounou, A. Belmehdi, B. Dahhou and N. Belkherchi, “Intelligent design of fuzzy logic controller using NSGA-II“, IEEE International Conference on Intelligent Systems Design and Applications (ISDA 2011), Córdoba, Spain, November 22-24, 2011, pp. 172-177.
  [14] O. Guenounou, A. Belmehdi et B. Dahhou , “Modélisation par réseau de neurones avec une structure minimale”, Sixième Conférence Internationale Francophone d’automatique (CIFA 2010), Nancy, France, 2-4 Juin 2010, 6p.
  [15] O. Guenounou, A. Belmehdi and B. Dahhou, “Optimization of Fuzzy Controllers by Neural Networks and Hierarchical Genetic Algorithms”, European Control Conference (ECC 2007), Kos, Greece, July 2-5, 2007, pp. 196-203