Design and Implementation MPPT Improved Whale Optimization Algorithm to Overcome Partial Shading Condition on Solar Panel

Solar energy is a type of renewable energy whose capacity is tremendous and fast in increasing its capacity so that it can be used for energy sustainability in the future. Solar panels are the only devices that can be used to utilize solar energy. Maximum Power Point Tracking (MPPT) is a method to maximize the power generated by solar panels. However, the problem with solar panels is the condition of partial shading, this occurs due to something blocking the rate of solar irradiation to the solar panel. The result is that there are 2 or more maximum power points from solar panels, the highest power is the Global Maximum Power Point (GMPP) and the other is the Local Maximum Power Point (LMPP). This partial shading condition cannot use conventional MPPT methods due to the complexity of finding GMPP. So, MPPT optimization method is needed, one of which is the Improved Whale Optimization Algorithm (IWOA). IWOA is a development of the Whale Optimization Algorithm (WOA) by applying the Sine-Tent-Cosine Map for the first time the algorithm works to be more effective in the initialization process of the algorithm population and can ensure a more uniform distribution of population distribution throughout the search space. IWOA will be applied to the MPPT system to achieve the GMPP of the solar panel under partial shading conditions.

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Journal
INVOTEK Jurnal Inovasi Vokasional dan Teknologi
Published
2025-04-29
DOI
https://doi.org/10.24036/invotek.v24i2.1219
Primary Topic
Advanced Manufacturing and Logistics Optimization
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article
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article

Design and Implementation MPPT Improved Whale Optimization Algorithm to Overcome Partial Shading Condition on Solar Panel

Rachma Prilian Eviningsih, Ahmad Firyal Adila, Muhammad Nizar Habibi, Novie Ayub Windarko et al.
INVOTEK Jurnal Inovasi Vokasional dan Teknologi
Advanced Manufacturing and Logistics Optimization
article

Design and Implementation MPPT Improved Whale Optimization Algorithm to Overcome Partial Shading Condition on Solar Panel

Rachma Prilian Eviningsih, Ahmad Firyal Adila, Muhammad Nizar Habibi, Novie Ayub Windarko, Moh. Zaenal Efendi, Rifqi Noviantono Prakoso
article en

Abstract

Solar energy is a type of renewable energy whose capacity is tremendous and fast in increasing its capacity so that it can be used for energy sustainability in the future. Solar panels are the only devices that can be used to utilize solar energy. Maximum Power Point Tracking (MPPT) is a method to maximize the power generated by solar panels. However, the problem with solar panels is the condition of partial shading, this occurs due to something blocking the rate of solar irradiation to the solar panel. The result is that there are 2 or more maximum power points from solar panels, the highest power is the Global Maximum Power Point (GMPP) and the other is the Local Maximum Power Point (LMPP). This partial shading condition cannot use conventional MPPT methods due to the complexity of finding GMPP. So, MPPT optimization method is needed, one of which is the Improved Whale Optimization Algorithm (IWOA). IWOA is a development of the Whale Optimization Algorithm (WOA) by applying the Sine-Tent-Cosine Map for the first time the algorithm works to be more effective in the initialization process of the algorithm population and can ensure a more uniform distribution of population distribution throughout the search space. IWOA will be applied to the MPPT system to achieve the GMPP of the solar panel under partial shading conditions.

INVOTEK Jurnal Inovasi Vokasional dan TeknologiVol. 24(2)
Robotic Research (United States) (US)
Openalex Percentile: Top 74%
Advanced Manufacturing and Logistics Optimization
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Design and Implementation MPPT Improved Whale Optimization Algorithm to Overcome Partial Shading Condition on Solar Panel — Rachma Prilian Eviningsih, Ahmad Firyal Adila, et al. · INVOTEK Jurnal Inovasi Vokasional dan Teknologi (2025) | TGRS Research Map | TGRS