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All Journal International Journal of Power Electronics and Drive Systems (IJPEDS)
Krachai, Saidia Della
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Control & Systems Engineering Electrical & Electronics Engineering

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Experimental investigation of artificial intelligence applied in MPPT techniques Krachai, Saidia Della; Stambouli, A. Boudghene; Krachai, M. Della; Bekhti, M.
International Journal of Power Electronics and Drive Systems (IJPEDS) Vol 10, No 4: December 2019
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (574.157 KB) | DOI: 10.11591/ijpeds.v10.i4.pp2138-2147

Abstract

Nano-satellites are key features for sharing the space data and scientific researches. They embed subsystems that are fed from solar panels and batteries. Power generated from these panels is subject to environmental conditions, most important of them are irradiance and temperature. Optimizing the usage of this power versus environmental variations is a primary task. Synchronous DC-DC buck converter is used to control the power transferred from PV panels to the subsystems while maintaining operation at maximal power.  In this paper, artificial intelligence techniques: neural networks and adaptive neural fuzzy inference systems (ANFIS) are used to accomplish the tracking task. Simulation and experimental results demonstrate their efficiency, robustness and tracking quality.
Co-Authors Bekhti, M. Krachai, M. Della Stambouli, A. Boudghene