Parameter extraction of floating solar PV system with war strategy optimization for sustainable cleaner generation

被引：1
|
作者：
Singh, Nimesh Kumar [1 ]
Goswami, Anik [1 ,2 ]
Sadhu, Pradip Kumar [1 ]
机构：
[1] Indian Inst Technol ISM, Dept Elect Engn, Dhanbad 826004, Jharkhand, India
[2] Univ Engn & Management, Kolkata 700160, W Bengal, India
来源：
MICROSYSTEM TECHNOLOGIES-MICRO-AND NANOSYSTEMS-INFORMATION STORAGE AND PROCESSING SYSTEMS | 2024年 / 30卷 / 04期
关键词：
D O I：
10.1007/s00542-023-05555-1
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
FSPV (Floating Solar Photovoltaic) is an emerging type of solar energy that aims to help the environment. Since the technology is new, it is not easy to examine the long-term performance, effective control, and feasibility studies of FSPV facilities. The calculation of FSPV panel parameters is crucial in evaluating the actual performance, long-term operation, feasibility, and carbon-saving capacity of FSPV systems. The algorithm of war strategy optimization is used for the parameter estimation of the single-diode model of FSPV. Furthermore, FSPV decreases the environmental impacts of land-based PV (LBPV) plants, such as deforestation for land clearance to install panels. The WSO method outperforms war gradient-based optimization (GBO) and Harris Hawks Optimization (HHO) regarding effectiveness and accuracy. The WSO method is more effective and accurate than gradient-based optimization (GBO) and Harris Hawks optimization (HHO), with a standard deviation of 3.74387E-17 and a mean of 7.72985E-04.
引用
收藏
页码：481 / 488
页数：8
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