A fast and accurate sine-cosine MPPT algorithm under partial shading with implementation using arduino board

Hicham Karmouni; Mohamed Chouiekh; Saad Motahhir; Hassan Qjidaa; Mohamed Ouazzani Jamil; Mhamed Sayyouri

Cleaner Engineering and Technology (Aug 2022)

A fast and accurate sine-cosine MPPT algorithm under partial shading with implementation using arduino board

Hicham Karmouni,
Mohamed Chouiekh,
Saad Motahhir,
Hassan Qjidaa,
Mohamed Ouazzani Jamil,
Mhamed Sayyouri

Affiliations

Hicham Karmouni: Laboratory of Engineering, Systems and Applications, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco; Systems and Sustainable Environment Laboratory (SED), Faculty of Engineering Sciences (FSI) Private University of Fez (UPF), Fez, Morocco; Laboratory of Electronic Signals and Systems of Information LESSI, Dhar El Mahrez Faculty of Science, Sidi Mohamed Ben Abdellah-Fez University, Fez, Morocco; Corresponding author. Laboratory of Engineering, Systems and Applications, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco.
Mohamed Chouiekh: Laboratory of Renewable Energies and Dynamics of Systems Faculty of Science Ain Chock, Hassan II University Casablanca, Morocco
Saad Motahhir: Laboratory of Engineering, Systems and Applications, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco
Hassan Qjidaa: Laboratory of Electronic Signals and Systems of Information LESSI, Dhar El Mahrez Faculty of Science, Sidi Mohamed Ben Abdellah-Fez University, Fez, Morocco
Mohamed Ouazzani Jamil: Systems and Sustainable Environment Laboratory (SED), Faculty of Engineering Sciences (FSI) Private University of Fez (UPF), Fez, Morocco
Mhamed Sayyouri: Laboratory of Engineering, Systems and Applications, National School of Applied Sciences, Sidi Mohamed Ben Abdellah University, Fez, Morocco

Journal volume & issue: Vol. 9
p. 100535

Abstract

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In this paper, we propose a fast and accurate algorithm for global maximum power point tracking (GMPP) based on the sine-cosine algorithm (SCA) of a photovoltaic system (PV) for various weather changes. The objective of this algorithm is to improve the tracking performance of the MPP controller, for optimal power extraction from a PV system under partial shading conditions (PSC). The performance of the proposed SCA algorithm was tested and compared to other algorithms such as perturb and observe (P&O) and the salp swarm algorithm (SSA) under static and dynamic PSC. The simulation results show the superiority and efficiency of the PV system controlled by the SCA algorithm, which outperforms other algorithms in fast and accurate GMPP tracking, fast response time, accelerated convergence speed, very low initial oscillation, very low MPP steady-state oscillation and PV system efficiency that reaches 99.94% under different weather PSC. Moreover, the proposed SCA algorithm is validated by following the V-cycle validation and verification process by integrating the generated embedded software on an onboard “Arduino MKR ZERO board”, which is used as a digital platform for implement the proposed SCA algorithm.

Published in Cleaner Engineering and Technology

ISSN: 2666-7908 (Online)
Publisher: Elsevier
Country of publisher: United Kingdom
LCC subjects: Technology: Mechanical engineering and machinery: Renewable energy sources; Technology: Engineering (General). Civil engineering (General): Environmental engineering
Website: https://www.journals.elsevier.com/cleaner-engineering-and-technology/

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