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闪电探测站点布局优化方法研究

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针对闪电探测站点布局受地理条件制约的问题,提出基于布谷鸟搜索算法的站点布局优化方法.以站点坐标为自变量、站点位置范围为约束条件、目标区域内闪电平均定位误差最小为准则,确定闪电定位优化布站的目标函数,建立闪电定位布站最优化模型.实验表明,布谷鸟搜索算法优化布站后的目标区域平均定位误差为0.432 km,相比传统"Y"形、"T"形布站下的目标区域平均定位误差分别减小了 17.7%和23.1%.
Research on optimization method of lightning detection station layout
Aiming at the problem that the layout of lightning detection sites is restricted by geographical conditions,the site layout optimization method based on the cuckoo search algorithm is proposed.Taking the station coordinates as the independent variable,the station location range as the constraint condition,and the minimum average lightning positioning error in the target area as the criterion,the target function for lightning positioning optimization station layout is determined,and an optimization model for lightning positioning station layout is established.The experiment shows that the average positioning error of the target area optimized by the cuckoo search algorithm is 0.432 km,which is decreased by 17.7%and 23.1%compared with traditional Y-type and T-type stations,respectively.

lightning localizationfour station time differenceGDOPcuckoo search algorithmlayout optimization

郑玉兰、徐伟

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南京信息工程大学气象灾害预报预警与评估协同创新中心,南京 210044

南京信息工程大学江苏省气象探测与信息处理重点实验室,南京 210044

闪电定位 四站时差 几何精度稀释因子 布谷鸟搜索算法 布局优化

国家重点研发计划政府间/港澳台重点专项项目国家自然科学基金

2021YFE010550041605121

2024

气象水文海洋仪器
中国仪器仪表学会 气象水文海洋仪器分会 长春气象仪器研究所

气象水文海洋仪器

影响因子:0.307
ISSN:1006-009X
年,卷(期):2024.41(3)