强风的非静止建模和模拟
Weicheng Hu1,2, Qingshan Yang3, Liuliu Peng3
1State Key Laboratory of Performance Monitoring and Protecting of Rail Transit Infrastructure, East China Jiaotong University, Nanchang, 330013, China.
Heliyon
|August 20, 2024
概括
这项研究引入了一种新的进化功率光谱密度 (EPSD) 模型,以准确模拟极端的非静止风,如台风. 该模型有效地捕捉了风力.
科学领域:
- 风力工程是风力工程.
- 大气科学 大气科学
- 随机过程 随机过程
背景情况:
- 风速的传统静止随机过程可以偏向极端风的描述.
- 像台风和雷暴这样的严重天气事件表现出非静止的特征.
研究的目的:
- 为非静止极端风提出一种新的进化功率光谱密度 (EPSD) 模型.
- 引入光谱表示方法 (SRM) 来模拟整个强风过程.
- 分析极端风的时间变化的流特征.
主要方法:
- 波段转换 (WT) 来捕捉3D时间变化的风特性和流.
- 对强风的测量水平EPSD的估计.
- 验证拟议的EPSD模型的性能.
- 使用开发的模型模拟非静止的强风过程.
主要成果:
- 拟议的EPSD模型与测量的EPSD有很好的一致性.
- 模拟风力发电光谱的时间频率特征被准确地复制.
- 该模型成功地捕获了极端风的非静止特征.
结论:
- 新的EPSD模型为模拟非静止极端风提供了一个强大的工具.
- 这项研究提高了极端风条件下的风力工程研究的准确性.
- 这些发现支持先进的模拟,比如对极端风气候进行大模拟.
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