在多种操作条件下,管道泄漏的声音产生和泄漏检测技术的机制
Fei Chen1, Taikeng Jiang1, Latao Jiang1
1Fuqing Nuclear Power Co., Ltd., Sanshan Town, Fuqing 350318, China.
Sensors (Basel, Switzerland)
|December 11, 2025
概括
这项研究使用先进的模拟来改进用于水泄漏检测的声辐射技术. 新方法在各种条件下准确识别泄漏,减少错误报警,提高系统可靠性.
科学领域:
- 工程 工程师 工程师 工程师
- 声学 声学 在声学方面
- 流体动力学 流体动力学
背景情况:
- 声波排放检测对于供水系统泄漏检测至关重要.
- 当前的方法在不同的操作条件下扎,导致不准确.
研究的目的:
- 为了提高基于声辐射的泄漏检测准确性和概括性.
- 在模型开发中克服现场数据的局限性.
主要方法:
- 大模拟器 (LES) 用于分析泄漏流域.
- 计算航空声学 (CAA) 用于研究声波辐射.
- 使用波形包能量比率,心心频率和频率的特征提取.
- 支持矢量机 (SVM) 模型开发.
主要成果:
- 运行条件和流场特征之间的确定的相关性.
- 澄清了泄漏声信号的声音生成机制.
- 在各种条件下实现了98.6%的泄漏检测准确度.
结论:
- 开发的模型显著提高了高精度的泄漏检测与有限的现场数据.
- 为开发具有成本效益,低计算的泄漏检测系统提供了见解.
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