An Improved MPPT Scheme for Photovoltaic Systems Using a Novel MRAC-FUZZY Controller

Authors

  • Mahbouba Brahmi Laboratory of Industrial Systems Engineering and Renewable Energy (LISIER), Higher National Engineering School of Tunis (ENSIT), University of Tunis, 5 Av.Taha Hussein,5 BP 56, 1008 Tunis, Tunisia.
  • Afef Marai Ghanmi Laboratory of Industrial Systems Engineering and Renewable Energy (LISIER), Higher National Engineering School of Tunis (ENSIT), University of Tunis, 5 Av.Taha Hussein,5 BP 56, 1008 Tunis, Tunisia.
  • Hichem Hamdi Laboratory of Industrial Systems Engineering and Renewable Energy (LISIER), Higher National Engineering School of Tunis (ENSIT), University of Tunis, 5 Av.Taha Hussein,5 BP 56, 1008 Tunis, Tunisia.
  • Chiheb Ben Regaya Laboratory of Industrial Systems Engineering and Renewable Energy (LISIER), Higher National Engineering School of Tunis (ENSIT), University of Tunis, 5 Av.Taha Hussein,5 BP 56, 1008 Tunis, Tunisia.
  • Abderrahmen Zaafouri Laboratory of Industrial Systems Engineering and Renewable Energy (LISIER), Higher National Engineering School of Tunis (ENSIT), University of Tunis, 5 Av.Taha Hussein,5 BP 56, 1008 Tunis, Tunisia.

DOI:

https://doi.org/10.32985/ijeces.16.5.6

Keywords:

Photovoltaic System, MPPT, Fuzzy Model Reference Adaptive Control, Mit Rule

Abstract

This paper presents a novel and highly effective fuzzy model reference adaptive control for MPPT based on a boost converter. The design of Model-Referenced Adaptive Control (MRAC) and the adaptive gain selection are discussed. The adjustment of the adaptation gains by a fuzzy logic subsystem and a simplified fuzzy MRAC procedure are presented. The suggested algorithm is assessed through a comprehensive simulation in MATLAB/Simulink. Various scenarios and environmental conditions are considered to assess its robustness and adaptability. The results indicate that the suggested MRAC-Fuzzy MPPT control is extremely robust, with tracking efficiency that can reach 99.97%. Furthermore, it consistently operates the photovoltaic system at or around the MPP, effectively reducing oscillations, improving energy efficiency, and enhancing power production. Under real operating conditions, this new controller can be used for photovoltaic pumping applications.

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Published

2025-05-13

How to Cite

[1]
M. Brahmi, A. . Marai Ghanmi, H. . Hamdi, B. R. Chiheb, and A. . Zaafouri, “An Improved MPPT Scheme for Photovoltaic Systems Using a Novel MRAC-FUZZY Controller”, IJECES, vol. 16, no. 5, pp. 419-429, May 2025.

Issue

Vol. 16 No. 5 (2025)

Section

Original Scientific Papers

License

Copyright (c) 2025 International Journal of Electrical and Computer Engineering Systems

Creative Commons License

This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.