自动化与仪器仪表2024,Issue(2) :258-262.DOI:10.14016/j.cnki.1001-9227.2024.02.258

基于微波雷达传感器的设备室漏雨自动监测系统

Automatic monitoring system for equipment room leakage based on microwave radar sensors

李征
自动化与仪器仪表2024,Issue(2) :258-262.DOI:10.14016/j.cnki.1001-9227.2024.02.258

基于微波雷达传感器的设备室漏雨自动监测系统

Automatic monitoring system for equipment room leakage based on microwave radar sensors

李征1
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作者信息

  • 1. 国网冀北电力有限公司唐山供电公司,河北 063000
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摘要

为进一步保障电力设备室的防水安全,基于传感器技术,提出一种屋面水位监测系统,以对电力设备室的漏雨情况进行监测.其中,监测系统主要设计了无线传感器单元、无线通信网络以及水位自动采集三个主要模块,并使用基于EMD的小波熵阈值去噪算法对采集到的水位数据进行去噪处理,以进一步提升数据的准确性.实验结果表明,设计的水位监测系统能够对屋面水位进行精确监控,同时变化趋势描述的准确性较高;与改进前的去噪方法相比,改进后的EMD去噪算法能够实现更好的去噪效果,在信噪比为-1、5、10dB的噪声条件下去噪结果的均方根误差分别为7.15,3.33,1.55.以上结果表明,设计的基于传感器技术的屋面水位监测系统能够进行精准的水位监测,进而实现对建筑的漏雨情况进行判断,可行性较高,能够应用于实际场景.

Abstract

To further ensure the waterproofing and safety of the power network,a roof water level monitoring system based on sen-sor technology is proposed to monitor the leakage of rain in buildings.Among them,the monitoring system mainly designs three main modules:wireless sensor unit,wireless communication network,and automatic water level collection.It uses EMD based wavelet en-tropy threshold denoising algorithm to denoise the collected water level data,further improving the accuracy of the data.The experi-mental results indicate that.The designed water level monitoring system accurately monitors the roof water level,and the accuracy of describing the change trend is also high;Compared with the previous denoising method,the improved EMD denoising algorithm can achieve better denoising results,with root mean square errors of 7.15,3.33,and 1.55 under noise conditions with a signal-to-noise ratio of-1,5,and 10dB,respectively.The above results indicate that the designed roof water level monitoring system based on sen-sor technology can accurately monitor water level and make corresponding judgments on the leakage situation of buildings,which is highly feasible and can be applied in practical scenarios.

关键词

传感器技术/电力网络/水位监测/EMD

Key words

sensor technology/power network/water level monitoring/EMD

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基金项目

国家电网公司河北省电力公司科技项目(5201032101C9)

出版年

2024
自动化与仪器仪表
重庆工业自动化仪表研究所,重庆市自动化与仪器仪表学会

自动化与仪器仪表

CSTPCD
影响因子:0.327
ISSN:1001-9227
参考文献量14
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