A Comparative Study of Distinct Advanced MPPT Algorithms for a PV Boost Converter

Mohamed Ali Zdiri; Badreddine Khelifi; Fatma Ben Salem; Hsan Hadj Abdallah

A Comparative Study of Distinct Advanced MPPT Algorithms for a PV Boost Converter

Mohamed Ali Zdiri
, Badreddine Khelifi
, Fatma Ben Salem
, Hsan Hadj Abdallah

Research output: Contribution to journal › Article › peer-review

18 Scopus citations

Abstract

PV energy are enticing an enormous focus in the actual energy scenario. In order to assure the transfer of the maximum power to the load, a boost converter is used containing several MPPT techniques. In this paper, the comparative analysis of the system dynamic behavior has been perform based in distinct MPPT techniques, which are P&O, FLC, ANN-PI and ANN-SM. Taking into account the results of these techniques, the ANN-SM based MPPT controller can attain the MPP rapid than the other MPPT techniques under various climatic condition and load. It is also confirmed that the ANN-SM algorithm has a low ripple rate in power compared with the P&O MPPT controller. Furthermore, the ANN-SM MPPT approach requires fewer dissipated energies than the other techniques. In conclusion, the ANN-SM dynamic behavior illustrates that the PV system stay attain the MPP during load and climatic condition variations with high performances and efficiency.

Original language	English
Pages (from-to)	1156-1164
Number of pages	9
Journal	International Journal of Renewable Energy Research
Volume	11
Issue number	3
State	Published - Sep 2021
Externally published	Yes

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

Keywords

ANN-PI
ANN-SM
Dynamic behavior
FLC
MPPT techniques
P&O
PV energy

Cite this

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title = "A Comparative Study of Distinct Advanced MPPT Algorithms for a PV Boost Converter",

abstract = "PV energy are enticing an enormous focus in the actual energy scenario. In order to assure the transfer of the maximum power to the load, a boost converter is used containing several MPPT techniques. In this paper, the comparative analysis of the system dynamic behavior has been perform based in distinct MPPT techniques, which are P\&O, FLC, ANN-PI and ANN-SM. Taking into account the results of these techniques, the ANN-SM based MPPT controller can attain the MPP rapid than the other MPPT techniques under various climatic condition and load. It is also confirmed that the ANN-SM algorithm has a low ripple rate in power compared with the P\&O MPPT controller. Furthermore, the ANN-SM MPPT approach requires fewer dissipated energies than the other techniques. In conclusion, the ANN-SM dynamic behavior illustrates that the PV system stay attain the MPP during load and climatic condition variations with high performances and efficiency.",

keywords = "ANN-PI, ANN-SM, Dynamic behavior, FLC, MPPT techniques, P\&O, PV energy",

author = "Zdiri, \{Mohamed Ali\} and Badreddine Khelifi and Salem, \{Fatma Ben\} and Abdallah, \{Hsan Hadj\}",

year = "2021",

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language = "English",

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journal = "International Journal of Renewable Energy Research",

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T1 - A Comparative Study of Distinct Advanced MPPT Algorithms for a PV Boost Converter

AU - Zdiri, Mohamed Ali

AU - Khelifi, Badreddine

AU - Salem, Fatma Ben

AU - Abdallah, Hsan Hadj

PY - 2021/9

Y1 - 2021/9

N2 - PV energy are enticing an enormous focus in the actual energy scenario. In order to assure the transfer of the maximum power to the load, a boost converter is used containing several MPPT techniques. In this paper, the comparative analysis of the system dynamic behavior has been perform based in distinct MPPT techniques, which are P&O, FLC, ANN-PI and ANN-SM. Taking into account the results of these techniques, the ANN-SM based MPPT controller can attain the MPP rapid than the other MPPT techniques under various climatic condition and load. It is also confirmed that the ANN-SM algorithm has a low ripple rate in power compared with the P&O MPPT controller. Furthermore, the ANN-SM MPPT approach requires fewer dissipated energies than the other techniques. In conclusion, the ANN-SM dynamic behavior illustrates that the PV system stay attain the MPP during load and climatic condition variations with high performances and efficiency.

AB - PV energy are enticing an enormous focus in the actual energy scenario. In order to assure the transfer of the maximum power to the load, a boost converter is used containing several MPPT techniques. In this paper, the comparative analysis of the system dynamic behavior has been perform based in distinct MPPT techniques, which are P&O, FLC, ANN-PI and ANN-SM. Taking into account the results of these techniques, the ANN-SM based MPPT controller can attain the MPP rapid than the other MPPT techniques under various climatic condition and load. It is also confirmed that the ANN-SM algorithm has a low ripple rate in power compared with the P&O MPPT controller. Furthermore, the ANN-SM MPPT approach requires fewer dissipated energies than the other techniques. In conclusion, the ANN-SM dynamic behavior illustrates that the PV system stay attain the MPP during load and climatic condition variations with high performances and efficiency.

KW - ANN-PI

KW - ANN-SM

KW - Dynamic behavior

KW - FLC

KW - MPPT techniques

KW - P&O

KW - PV energy

UR - https://www.scopus.com/pages/publications/85116588249

M3 - Article

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SN - 1309-0127

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JO - International Journal of Renewable Energy Research

JF - International Journal of Renewable Energy Research

IS - 3

ER -

A Comparative Study of Distinct Advanced MPPT Algorithms for a PV Boost Converter

Abstract

UN SDGs

Keywords

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