Open Access
Open access
volume 11 pages 13079-13090

Optimizing Step-Size of Perturb & Observe and Incremental Conductance MPPT Techniques Using PSO for Grid-Tied PV System

Publication typeJournal Article
Publication date2023-02-06
scimago Q1
wos Q2
SJR0.849
CiteScore9.0
Impact factor3.6
ISSN21693536
General Materials Science
Electrical and Electronic Engineering
General Engineering
General Computer Science
Abstract
A maximum power point tracking (MPPT) technique plays an important role to ensure maximum photovoltaic (PV) output power is extracted under stochastic weather conditions. The research to date tends to focus on developing a standalone optimization MPPT algorithm rather than looking into a hybrid MPPT algorithm. This paper introduces particle swarm optimization (PSO) to optimize the maximum PV output power and to determine the best design variable for penalising the step size of the conventional methods namely the perturb and observe (PO) and the incremental conductance (IC). With the help of the hybrid MPPT algorithm (PSO+IC and PSO+PO), the step size is no longer fixed, and it is changing according to the solar irradiance. To evaluate the proposed hybrid algorithm, a single-stage grid connected PV system is designed for several different scenarios with various weather conditions. The performance of the hybrid MPPT algorithm and the conventional methods is compared. The results demonstrate that the hybrid MPPT algorithm is remarkably better than the conventional methods in terms of the output power ripple and the settling time.
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GOST Copy
Ibrahim M. H. et al. Optimizing Step-Size of Perturb & Observe and Incremental Conductance MPPT Techniques Using PSO for Grid-Tied PV System // IEEE Access. 2023. Vol. 11. pp. 13079-13090.
GOST all authors (up to 50) Copy
Ibrahim M. H., Ang S. P., Dani M. N., Rahman M. I., Petra R., Sulthan S. M. Optimizing Step-Size of Perturb & Observe and Incremental Conductance MPPT Techniques Using PSO for Grid-Tied PV System // IEEE Access. 2023. Vol. 11. pp. 13079-13090.
RIS |
Cite this
RIS Copy
TY - JOUR
DO - 10.1109/access.2023.3242979
UR - https://ieeexplore.ieee.org/document/10038703/
TI - Optimizing Step-Size of Perturb & Observe and Incremental Conductance MPPT Techniques Using PSO for Grid-Tied PV System
T2 - IEEE Access
AU - Ibrahim, Mohammad Haziq
AU - Ang, Swee Peng
AU - Dani, Muhammad Norfauzi
AU - Rahman, Mohammad Ishlah
AU - Petra, Rafidah
AU - Sulthan, Sheik Mohammed
PY - 2023
DA - 2023/02/06
PB - Institute of Electrical and Electronics Engineers (IEEE)
SP - 13079-13090
VL - 11
SN - 2169-3536
ER -
BibTex
Cite this
BibTex (up to 50 authors) Copy
@article{2023_Ibrahim,
author = {Mohammad Haziq Ibrahim and Swee Peng Ang and Muhammad Norfauzi Dani and Mohammad Ishlah Rahman and Rafidah Petra and Sheik Mohammed Sulthan},
title = {Optimizing Step-Size of Perturb & Observe and Incremental Conductance MPPT Techniques Using PSO for Grid-Tied PV System},
journal = {IEEE Access},
year = {2023},
volume = {11},
publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
month = {feb},
url = {https://ieeexplore.ieee.org/document/10038703/},
pages = {13079--13090},
doi = {10.1109/access.2023.3242979}
}