An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition

Nur Fadliah Baso; Heri Suryoatmojo; Daniar Fahmi; Novie Ayub Windarko

doi:10.1109/IES63037.2024.10665852

An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition

Nur Fadliah Baso^*
, Heri Suryoatmojo
, Daniar Fahmi
, Novie Ayub Windarko

^*Corresponding author for this work

Laboratory of Electric Energy Conversion

Institut Teknologi Sepuluh Nopember
Electronic Engineering Polytechnic Institute of Surabaya

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

5 Citations (Scopus)

Abstract

In a PV system, techniques are needed to maximize the output of electrical powerThe Maximum Power Point Tracking (MPPT) method is one of the methods used to locate the PV curve's maximum power coordinate point (MPP). PV system operation can experience uniform irradiation conditions (UIC) and partial shading conditions (PSC) depending on the environment. The use of conventional MPPT techniques such as P&O can work well in UIC conditions but will have difficulties when PV experiences PSC conditions. On the other hand, optimization methods such as IGWO can find GMP in PSC conditions. To overcome this problem a hybrid model of IGWO and P&O based on metaheuristic algorithms is used in this paper. Based on the simulations that have been carried out, it can be summarized that the proposed MPPT algorithm, namely the IGWO-P&O hybrid, can increase MPPT speed and accuracy, as well as reduce oscillation power.

Original language	English
Title of host publication	2024 International Electronics Symposium
Subtitle of host publication	Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding
Editors	Andhik Ampuh Yunanto, Afifah Dwi Ramadhani, Yanuar Risah Prayogi, Putu Agus Mahadi Putra, Weny Mistarika Rahmawati, Muhammad Rizani Rusli, Fitrah Maharani Humaira, Faridatun Nadziroh, Nihayatus Sa'adah, Nailul Muna, Aris Bahari Rizki
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	54-59
Number of pages	6
ISBN (Electronic)	9798350391992
DOIs	https://doi.org/10.1109/IES63037.2024.10665852
Publication status	Published - 2024
Event	26th International Electronics Symposium, IES 2024 - Denpasar, Indonesia Duration: 6 Aug 2024 → 8 Aug 2024

Publication series

Name	2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding

Conference

Conference	26th International Electronics Symposium, IES 2024
Country/Territory	Indonesia
City	Denpasar
Period	6/08/24 → 8/08/24

UN SDGs

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

SDG 7 Affordable and Clean Energy

Keywords

IGWO
P&O
maximum power point tracking (MPPT)
partial shading condition (PSC)
photovoltaic (PV)

Access to Document

10.1109/IES63037.2024.10665852

Cite this

Baso, N. F., Suryoatmojo, H., Fahmi, D., & Windarko, N. A. (2024). An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition. In A. A. Yunanto, A. D. Ramadhani, Y. R. Prayogi, P. A. M. Putra, W. M. Rahmawati, M. R. Rusli, F. M. Humaira, F. Nadziroh, N. Sa'adah, N. Muna, & A. B. Rizki (Eds.), 2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding (pp. 54-59). (2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IES63037.2024.10665852

Baso, Nur Fadliah ; Suryoatmojo, Heri ; Fahmi, Daniar et al. / An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition. 2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding. editor / Andhik Ampuh Yunanto ; Afifah Dwi Ramadhani ; Yanuar Risah Prayogi ; Putu Agus Mahadi Putra ; Weny Mistarika Rahmawati ; Muhammad Rizani Rusli ; Fitrah Maharani Humaira ; Faridatun Nadziroh ; Nihayatus Sa'adah ; Nailul Muna ; Aris Bahari Rizki. Institute of Electrical and Electronics Engineers Inc., 2024. pp. 54-59 (2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding).

@inproceedings{c37fd65bb0404332aca750b1e316a099,

title = "An Improvement GWO-P\&O Algorithm Based MPPT for PV System under Partial Shading Condition",

abstract = "In a PV system, techniques are needed to maximize the output of electrical powerThe Maximum Power Point Tracking (MPPT) method is one of the methods used to locate the PV curve's maximum power coordinate point (MPP). PV system operation can experience uniform irradiation conditions (UIC) and partial shading conditions (PSC) depending on the environment. The use of conventional MPPT techniques such as P\&O can work well in UIC conditions but will have difficulties when PV experiences PSC conditions. On the other hand, optimization methods such as IGWO can find GMP in PSC conditions. To overcome this problem a hybrid model of IGWO and P\&O based on metaheuristic algorithms is used in this paper. Based on the simulations that have been carried out, it can be summarized that the proposed MPPT algorithm, namely the IGWO-P\&O hybrid, can increase MPPT speed and accuracy, as well as reduce oscillation power.",

keywords = "IGWO, P\&O, maximum power point tracking (MPPT), partial shading condition (PSC), photovoltaic (PV)",

author = "Baso, \{Nur Fadliah\} and Heri Suryoatmojo and Daniar Fahmi and Windarko, \{Novie Ayub\}",

note = "Publisher Copyright: {\textcopyright} 2024 IEEE.; 26th International Electronics Symposium, IES 2024 ; Conference date: 06-08-2024 Through 08-08-2024",

year = "2024",

doi = "10.1109/IES63037.2024.10665852",

language = "English",

series = "2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding",

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

pages = "54--59",

editor = "Yunanto, \{Andhik Ampuh\} and Ramadhani, \{Afifah Dwi\} and Prayogi, \{Yanuar Risah\} and Putra, \{Putu Agus Mahadi\} and Rahmawati, \{Weny Mistarika\} and Rusli, \{Muhammad Rizani\} and Humaira, \{Fitrah Maharani\} and Faridatun Nadziroh and Nihayatus Sa'adah and Nailul Muna and Rizki, \{Aris Bahari\}",

booktitle = "2024 International Electronics Symposium",

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}

Baso, NF, Suryoatmojo, H , Fahmi, D & Windarko, NA 2024, An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition. in AA Yunanto, AD Ramadhani, YR Prayogi, PAM Putra, WM Rahmawati, MR Rusli, FM Humaira, F Nadziroh, N Sa'adah, N Muna & AB Rizki (eds), 2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding. 2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding, Institute of Electrical and Electronics Engineers Inc., pp. 54-59, 26th International Electronics Symposium, IES 2024, Denpasar, Indonesia, 6/08/24. https://doi.org/10.1109/IES63037.2024.10665852

An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition. / Baso, Nur Fadliah; Suryoatmojo, Heri ; Fahmi, Daniar et al.
2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding. ed. / Andhik Ampuh Yunanto; Afifah Dwi Ramadhani; Yanuar Risah Prayogi; Putu Agus Mahadi Putra; Weny Mistarika Rahmawati; Muhammad Rizani Rusli; Fitrah Maharani Humaira; Faridatun Nadziroh; Nihayatus Sa'adah; Nailul Muna; Aris Bahari Rizki. Institute of Electrical and Electronics Engineers Inc., 2024. p. 54-59 (2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding).

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

TY - GEN

T1 - An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition

AU - Baso, Nur Fadliah

AU - Suryoatmojo, Heri

AU - Fahmi, Daniar

AU - Windarko, Novie Ayub

PY - 2024

Y1 - 2024

N2 - In a PV system, techniques are needed to maximize the output of electrical powerThe Maximum Power Point Tracking (MPPT) method is one of the methods used to locate the PV curve's maximum power coordinate point (MPP). PV system operation can experience uniform irradiation conditions (UIC) and partial shading conditions (PSC) depending on the environment. The use of conventional MPPT techniques such as P&O can work well in UIC conditions but will have difficulties when PV experiences PSC conditions. On the other hand, optimization methods such as IGWO can find GMP in PSC conditions. To overcome this problem a hybrid model of IGWO and P&O based on metaheuristic algorithms is used in this paper. Based on the simulations that have been carried out, it can be summarized that the proposed MPPT algorithm, namely the IGWO-P&O hybrid, can increase MPPT speed and accuracy, as well as reduce oscillation power.

AB - In a PV system, techniques are needed to maximize the output of electrical powerThe Maximum Power Point Tracking (MPPT) method is one of the methods used to locate the PV curve's maximum power coordinate point (MPP). PV system operation can experience uniform irradiation conditions (UIC) and partial shading conditions (PSC) depending on the environment. The use of conventional MPPT techniques such as P&O can work well in UIC conditions but will have difficulties when PV experiences PSC conditions. On the other hand, optimization methods such as IGWO can find GMP in PSC conditions. To overcome this problem a hybrid model of IGWO and P&O based on metaheuristic algorithms is used in this paper. Based on the simulations that have been carried out, it can be summarized that the proposed MPPT algorithm, namely the IGWO-P&O hybrid, can increase MPPT speed and accuracy, as well as reduce oscillation power.

KW - IGWO

KW - P&O

KW - maximum power point tracking (MPPT)

KW - partial shading condition (PSC)

KW - photovoltaic (PV)

UR - https://www.scopus.com/pages/publications/85204951881

U2 - 10.1109/IES63037.2024.10665852

DO - 10.1109/IES63037.2024.10665852

M3 - Conference contribution

AN - SCOPUS:85204951881

T3 - 2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding

SP - 54

EP - 59

BT - 2024 International Electronics Symposium

A2 - Yunanto, Andhik Ampuh

A2 - Ramadhani, Afifah Dwi

A2 - Prayogi, Yanuar Risah

A2 - Putra, Putu Agus Mahadi

A2 - Rahmawati, Weny Mistarika

A2 - Rusli, Muhammad Rizani

A2 - Humaira, Fitrah Maharani

A2 - Nadziroh, Faridatun

A2 - Sa'adah, Nihayatus

A2 - Muna, Nailul

A2 - Rizki, Aris Bahari

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 26th International Electronics Symposium, IES 2024

Y2 - 6 August 2024 through 8 August 2024

ER -

Baso NF, Suryoatmojo H , Fahmi D, Windarko NA. An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition. In Yunanto AA, Ramadhani AD, Prayogi YR, Putra PAM, Rahmawati WM, Rusli MR, Humaira FM, Nadziroh F, Sa'adah N, Muna N, Rizki AB, editors, 2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding. Institute of Electrical and Electronics Engineers Inc. 2024. p. 54-59. (2024 International Electronics Symposium: Shaping the Future: Society 5.0 and Beyond, IES 2024 - Proceeding). doi: 10.1109/IES63037.2024.10665852

An Improvement GWO-P&O Algorithm Based MPPT for PV System under Partial Shading Condition

Abstract

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UN SDGs

Keywords

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