Open Access
Optimizing Step-Size of Perturb & Observe and Incremental Conductance MPPT Techniques Using PSO for Grid-Tied PV System
Mohammad Haziq Ibrahim
1
,
Swee Peng Ang
1
,
Muhammad Norfauzi Dani
1
,
Mohammad Ishlah Rahman
2
,
Rafidah Petra
1
,
Publication type: Journal Article
Publication date: 2023-02-06
scimago Q1
wos Q2
SJR: 0.849
CiteScore: 9.0
Impact factor: 3.6
ISSN: 21693536
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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Metrics
134
Total citations:
134
Citations from 2024:
106
(79.7%)
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GOST
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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.
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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.
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 -
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}
}
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