在液压网络模型中,从管道粗度校准进行脱的高度错误
Kun Du1, Jinxin Yu1, Feifei Zheng2
1Faculty of Civil Engineering and Mechanics, Kunming University of Science and Technology, Kunming 650500, China.
Water research
|December 3, 2025
概括
本研究提出了一种新的方法,通过将压力表的高度误差脱而出,对水分系统 (WDS) 模型进行校准. 该方法精确校准管道粗度系数 (PRCs),并且在没有实地调查的情况下量化高度误差.
科学领域:
- 液压工程 液压工程 液压工程
- 水资源管理 水资源管理
- 环境科学 环境科学
背景情况:
- 精确校准水分系统 (WDS) 模型对于可靠的模拟至关重要.
- 管道粗度系数 (PRC) 是主要的校准参数,但传统方法因未解决的压力表升高误差而偏差.
- 现有的校准技术往往忽视了高度不准确性和PRC不确定性之间的复杂相互作用.
研究的目的:
- 引入一种用于校准WDS模型的新框架,将压力表高度错误与PRC校准脱.
- 通过解决节点需求和测量噪声的不确定性,提高WDS模型校准的准确性.
- 为了能够量化压力表在校准后的高度误差,减少对现场调查的依赖.
主要方法:
- 一个新的框架将压力剩余时间序列的标准偏差最小化,以解高度错误,超越传统的剩余最小化.
- 使用基于集群的数据预处理技术来减轻不确定的节点需求和测量噪声的影响.
- 拟议的方法在三个基准WDS网络上进行了测试,以验证其性能.
主要成果:
- 新的框架成功地准确地校准了PRCs,即使高度不准确,节点需求不确定性和测量噪声同时存在.
- 该方法通过利用残余时间序列的统计特征进行错误脱校准,证明了WDS模型校准的新范式.
- 校准后的残余分析有效量化了压力表的升高误差,证明了该方法的实际实用性.
结论:
- 开发的方法在WDS校准中提供了显著的进步,对于缺乏或错误的高度数据的系统尤其有价值.
- 这种方法通过提供更准确的PRC和高度误差估计来提高WDS模拟的可靠性.
- 错误脱校准框架为管理水分系统建立了更强大,更具成本效益的方法.
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