Modeling and performance evaluation of hybrid photovoltaic thermal, wind, and battery microgrids using optimization and dynamic simulation

被引:0
|
作者
Jacob, Etoju [1 ]
Farzaneh, Hooman [1 ,2 ]
机构
[1] Kyushu Univ, Interdisciplinary Grad Sch Engn Sci, Fukuoka 8168580, Japan
[2] Kyushu Univ, Transdisciplinary Res & Educ Ctr Green Technol, Fukuoka, Japan
来源
SCIENTIFIC REPORTS | 2025年 / 15卷 / 01期
关键词
Photovoltaic thermal (PV/T); Microgrid; Off-grid; Battery-life; Simulation; Optimization; NUMERICAL-MODEL; COMBINED HEAT; POWER-SYSTEM; PV; COLLECTOR; VALIDATION; PARAMETERS; STORAGE; MODULE; SHEET;
D O I
10.1038/s41598-025-95149-w
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
This study aims to comprehensively develop a modeling framework to evaluate the dynamic performance of a photovoltaic/thermal (PV/T) system integrated with a hybrid off-grid microgrid. The advancements made by this research in investigating the optimal design of the PV/T system and dynamic performance assessment of the proposed hybrid microgrid are twofold. First, a nonlinear mathematical problem is formulated to determine the optimal system design that maximizes power, taking into account the thermo-electrical constraints. Secondly, the research highlights the development of a component mask with a user-defined functionality in MATLAB/Simulink using the optimal design parameters obtained from the optimization model. The developed PV/T component is then integrated with a wind turbine/ battery system. The resultant integrated energy system is then compared with a conventional PV/wind/battery microgrid system based on a 72-hour simulation. The outcomes showed that under cloudy, rainy, sunny, and windy conditions, the extra cumulative electricity generation from the PV/T system-based microgrid is 2.12, 2.74, 1.72, and 0.31% compared to the PV system-based microgrid. Additionally, improved battery system operation of nearly 1.8Wh was realized, signifying PV/T contribution to efficient microgrid operation.
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页数:27
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