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A Collaborative Optimization Strategy for Photovoltaic Array Layout Based on the Lemur Optimization Algorithm

delete2025-11-05
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PRE
AI
D
Dai, Guanhong
Q
Q. X. Chen
Y
Yangyu Chen *
Y
Yu Wang
Z
Zhan Shen
李
李小强 (Xiaoqiang Li)
DOI:10.3390/sym17111870delete
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摘要

摘要

En 中文
The performance of large-scale photovoltaic (PV) power plants is strongly influenced by array layout parameters including module tilt angle, azimuth angle, and row spacing. These geometric variables jointly determine solar irradiance geometry, shading losses, and land-use efficiency, affecting annual energy yield and levelized cost of electricity. To achieve multi-objective comprehensive optimization of array layout parameters for a PV power generation system, a collaborative optimization strategy for PV array layout based on the lemur optimization (LO) algorithm is proposed in this paper. The method couples the Perez anisotropic irradiance model with a dynamic shading irradiance geometric model to simulate the effective insolation, incorporating land availability, shading thresholds, and maintenance access requirements. In addition, the LO algorithm is employed to solve resulting nonlinear and constrained problems, enabling an efficient global search across large parameter spaces. The case studies in Lianyungang, Dalian, and Fuzhou City show that the proposed scheme based on the LO algorithm improves annual energy yield compared with the existing optimization schemes, providing new theoretical methods and engineering application paths for the optimal layout of PV arrays.
Keyword:
PV array layout
solar irradiance
collaborative optimization
lemur optimization algorithm

期刊

S
Symmetry-Basel
IF:
2.2
论文数:
1.4K
被引数:
0

机构

G
Guangdong University of Technology
学者数:
2.0K
论文数: 758
被引数: 3.1W
C
China University of Mining & Technology
学者数:
4.1K
论文数: 1.4K
被引数: 0
S
southeast university - china
学者数:
5.3W
论文数: 4.9W
被引数: 57
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