Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm

Hammed Olabisi Omotoso; Abdullrahman A. Al-Shamma'A; Hassan M.H. Farh; Abdullah M. Noman; Abdulaziz A. Alkuhayli

doi:10.1109/CPE-POWERENG54966.2022.9880899

Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm

Hammed Olabisi Omotoso
, Abdullrahman A. Al-Shamma'A
, Hassan M.H. Farh
, Abdullah M. Noman
, Abdulaziz A. Alkuhayli

King Saud University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

Abstract

In this study, an application of Manta Ray Foraging Optimization (MRFO) algorithm is demonstrated for PV parameter extraction. The MRFO is utilized to extract the parameters of both single diode and double diode model R.T.C. France silicon solar cell. The algorithm is easy to implement with less computational time. The MRFO optimizer is compared to Artificial Bee Optimization (ABO) and Flower Pollination Algorithms (FPA) algorithms. The results demonstrated the ability of MRFO for parameter extraction.

Original language	English
Title of host publication	2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665496780
DOIs	https://doi.org/10.1109/CPE-POWERENG54966.2022.9880899
State	Published - 2022
Externally published	Yes
Event	16th IEEE International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022 - Birmingham, United Kingdom Duration: 29 Jun 2022 → 1 Jul 2022

Publication series

Name	2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022

Conference

Conference	16th IEEE International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022
Country/Territory	United Kingdom
City	Birmingham
Period	29/06/22 → 1/07/22

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

Double Diode Model
PV parameters extraction
Single Diode Model

Access to Document

10.1109/CPE-POWERENG54966.2022.9880899

Cite this

Omotoso, H. O., Al-Shamma'A, A. A., Farh, H. M. H., Noman, A. M., & Alkuhayli, A. A. (2022). Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm. In 2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022 (2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CPE-POWERENG54966.2022.9880899

Omotoso, Hammed Olabisi ; Al-Shamma'A, Abdullrahman A. ; Farh, Hassan M.H. et al. / Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm. 2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022).

@inproceedings{1ed09c7990244a498ca9b07181559622,

title = "Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm",

abstract = "In this study, an application of Manta Ray Foraging Optimization (MRFO) algorithm is demonstrated for PV parameter extraction. The MRFO is utilized to extract the parameters of both single diode and double diode model R.T.C. France silicon solar cell. The algorithm is easy to implement with less computational time. The MRFO optimizer is compared to Artificial Bee Optimization (ABO) and Flower Pollination Algorithms (FPA) algorithms. The results demonstrated the ability of MRFO for parameter extraction.",

keywords = "Double Diode Model, PV parameters extraction, Single Diode Model",

author = "Omotoso, \{Hammed Olabisi\} and Al-Shamma'A, \{Abdullrahman A.\} and Farh, \{Hassan M.H.\} and Noman, \{Abdullah M.\} and Alkuhayli, \{Abdulaziz A.\}",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 16th IEEE International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022 ; Conference date: 29-06-2022 Through 01-07-2022",

year = "2022",

doi = "10.1109/CPE-POWERENG54966.2022.9880899",

language = "English",

series = "2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022",

address = "United States",

}

Omotoso, HO, Al-Shamma'A, AA, Farh, HMH, Noman, AM & Alkuhayli, AA 2022, Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm. in 2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022. 2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022, Institute of Electrical and Electronics Engineers Inc., 16th IEEE International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022, Birmingham, United Kingdom, 29/06/22. https://doi.org/10.1109/CPE-POWERENG54966.2022.9880899

Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm. / Omotoso, Hammed Olabisi; Al-Shamma'A, Abdullrahman A.; Farh, Hassan M.H. et al.
2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022. Institute of Electrical and Electronics Engineers Inc., 2022. (2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm

AU - Omotoso, Hammed Olabisi

AU - Al-Shamma'A, Abdullrahman A.

AU - Farh, Hassan M.H.

AU - Noman, Abdullah M.

AU - Alkuhayli, Abdulaziz A.

PY - 2022

Y1 - 2022

N2 - In this study, an application of Manta Ray Foraging Optimization (MRFO) algorithm is demonstrated for PV parameter extraction. The MRFO is utilized to extract the parameters of both single diode and double diode model R.T.C. France silicon solar cell. The algorithm is easy to implement with less computational time. The MRFO optimizer is compared to Artificial Bee Optimization (ABO) and Flower Pollination Algorithms (FPA) algorithms. The results demonstrated the ability of MRFO for parameter extraction.

AB - In this study, an application of Manta Ray Foraging Optimization (MRFO) algorithm is demonstrated for PV parameter extraction. The MRFO is utilized to extract the parameters of both single diode and double diode model R.T.C. France silicon solar cell. The algorithm is easy to implement with less computational time. The MRFO optimizer is compared to Artificial Bee Optimization (ABO) and Flower Pollination Algorithms (FPA) algorithms. The results demonstrated the ability of MRFO for parameter extraction.

KW - Double Diode Model

KW - PV parameters extraction

KW - Single Diode Model

UR - https://www.scopus.com/pages/publications/85139518426

U2 - 10.1109/CPE-POWERENG54966.2022.9880899

DO - 10.1109/CPE-POWERENG54966.2022.9880899

M3 - Conference contribution

AN - SCOPUS:85139518426

T3 - 2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022

BT - 2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 16th IEEE International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022

Y2 - 29 June 2022 through 1 July 2022

ER -

Omotoso HO, Al-Shamma'A AA, Farh HMH, Noman AM, Alkuhayli AA. Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm. In 2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022. Institute of Electrical and Electronics Engineers Inc. 2022. (2022 IEEE 16th International Conference on Compatibility, Power Electronics, and Power Engineering, CPE-POWERENG 2022). doi: 10.1109/CPE-POWERENG54966.2022.9880899

Parameter extraction of solar photovoltaic modules using Manta Ray Foraging Optimization (MRFO) Algorithm

Abstract

Publication series

Conference

UN SDGs

Keywords

Access to Document

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Cite this