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基于DBO-BP算法,研究立体阵列支结构中力量的概率特征
Haiyin Luo1, Qiwei Xiong2, Xuewen Zhang1
1School of Civil Engineering, Changsha University, Changsha, Hunan, 410022, China.
Scientific reports
|July 3, 2025
概括
这项研究分析了太阳能塔中的日立站支结构上的风力. 它确定这些力是否遵循高斯分布,为抗风结构设计提供关键数据.
科学领域:
- 工程 工程师 工程师 工程师
- 可再生能源可再生能源是可再生能源.
- 结构分析 结构分析
背景情况:
- 太阳能塔工厂中的直升机在它们的支结构上经历了相当大的风压.
- 了解这些力量的概率性质对于结构完整性至关重要.
研究的目的:
- 调查立体支结构中力量的概率特征.
- 评估这些力量是否在各种操作条件下遵循高斯分布.
- 为分类力分布提供标准,并为抗风设计提供信息.
主要方法:
- 时间历史曲线,概率密度分布,斜率和曲率的分析.
- 用虫优化 (DBO) 和反向传播 (BP) 算法训练的神经网络模型的应用.
- 使用相关指标对模型性能进行比较.
主要成果:
- 立方体支结构中的力被根据计算结果和确定的标准分类为高斯式或非高斯式.
- 该研究确定了观察到的高斯力和非高斯力特征背后的主要原因.
- 进行了DBO和BP算法的性能比较,用于计算力系数.
结论:
- 这项研究为立体结构中的风力分布提供了分类框架.
- 这些发现为提高太阳能发电厂中立体支结构的抗风设计提供了宝贵的见解.
- 这项研究有助于了解可再生能源基础设施的结构负载.
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