Research on MPPT of Photovoltaic Based on IWOA

An Improved Whale Optimization Algorithm (IWOA) based on Particle Swarm Optimization (PSO) is proposed to track the maximum power point of photovoltaic power supply accurately. Find the optimal value in the parameter space to achieve the optimal tracking effect of the system. Considering the historical optimal position of particle and particle swarm, the chemotactic factor of WOA algorithm is improved. Results show that IWOA improves the performance of the control system, satisfies the requirements of automatic control, improves the accuracy, speed and stability of the system, makes the system run well, and improves the current situation of inaccurate tracking of the maximum power point of photovoltaics.

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Publication Details

Published
2025-04-25
DOI
https://doi.org/10.1109/iccea65460.2025.11102131
Primary Topic
Infrared Target Detection Methodologies
Type
article
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article

Research on MPPT of Photovoltaic Based on IWOA

Siyu Wang, Lei Zhang, Yunsheng Wang, Chenchen Tian
Infrared Target Detection Methodologies
article

Research on MPPT of Photovoltaic Based on IWOA

Siyu Wang, Lei Zhang, Yunsheng Wang, Chenchen Tian
article en

Abstract

An Improved Whale Optimization Algorithm (IWOA) based on Particle Swarm Optimization (PSO) is proposed to track the maximum power point of photovoltaic power supply accurately. Find the optimal value in the parameter space to achieve the optimal tracking effect of the system. Considering the historical optimal position of particle and particle swarm, the chemotactic factor of WOA algorithm is improved. Results show that IWOA improves the performance of the control system, satisfies the requirements of automatic control, improves the accuracy, speed and stability of the system, makes the system run well, and improves the current situation of inaccurate tracking of the maximum power point of photovoltaics.

Dongbei University of Finance and Economics (CN), Dalian University (CN), Institute of New Materials (CN), Air Force Communication NCO Academy
Openalex Percentile: Top 72%
Infrared Target Detection Methodologies
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Research on MPPT of Photovoltaic Based on IWOA — Siyu Wang, Lei Zhang, et al. · (2025) | TGRS Research Map | TGRS