Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study
A quantitative understanding of soil water content or soil water status is of great importance to many applications, such as landslide monitoring, rockfill dam health monitoring, precision agriculture, etc. In this paper, a feasibility study was conducted to monitor the soil water content in real ti...
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doaj-3a473ece7a53407d87674470d9387fce2020-11-24T21:53:29ZengMDPI AGSensors1424-82202017-10-011710239510.3390/s17102395s17102395Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility StudyQingzhao Kong0Hongli Chen1Yi-lung Mo2Gangbing Song3Department of Mechanical Engineering, University of Houston, Houston, TX 77204, USACollege of Mechanical Engineering and Automation, Zhengjiang SCI-TECH University, Hangzhou 310018, ChinaDepartment of Civil and Environmental Engineering, University of Houston, Houston, TX 77204, USADepartment of Mechanical Engineering, University of Houston, Houston, TX 77204, USAA quantitative understanding of soil water content or soil water status is of great importance to many applications, such as landslide monitoring, rockfill dam health monitoring, precision agriculture, etc. In this paper, a feasibility study was conducted to monitor the soil water content in real time using permanent embedded piezoceramic-based transducers called smart aggregates (SAs). An active sensing approach using a customized swept acoustic wave with a frequency range between 100 Hz and 300 kHz was used to study the wave attenuation in the soil in correlation to soil moisture levels. Two sandy soil specimens, each embedded with a pair of SAs, were made in the laboratory, and the water percentage of the soil specimens was incrementally decreased from 15% to 3% during the tests. Due to the change of the soil water status, the damping property of the soil correspondingly changes. The change of the damping property results in the variation of the acoustic wave attenuation ratios. A wavelet packet-based energy index was adopted to compute the energy of the signal captured by the SA sensor. Experimental results show a parabolic growth curve of the received signal energy vs. the water percentage of the soil. The feasibility, sensitivity, and reliability of the proposed method for in-situ monitoring of soil water status were discussed.https://www.mdpi.com/1424-8220/17/10/2395piezoceramic transducersactive sensingsoil water content monitoringreal time monitoringwavelet packet analysis |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Qingzhao Kong Hongli Chen Yi-lung Mo Gangbing Song |
spellingShingle |
Qingzhao Kong Hongli Chen Yi-lung Mo Gangbing Song Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study Sensors piezoceramic transducers active sensing soil water content monitoring real time monitoring wavelet packet analysis |
author_facet |
Qingzhao Kong Hongli Chen Yi-lung Mo Gangbing Song |
author_sort |
Qingzhao Kong |
title |
Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study |
title_short |
Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study |
title_full |
Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study |
title_fullStr |
Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study |
title_full_unstemmed |
Real-Time Monitoring of Water Content in Sandy Soil Using Shear Mode Piezoceramic Transducers and Active Sensing—A Feasibility Study |
title_sort |
real-time monitoring of water content in sandy soil using shear mode piezoceramic transducers and active sensing—a feasibility study |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2017-10-01 |
description |
A quantitative understanding of soil water content or soil water status is of great importance to many applications, such as landslide monitoring, rockfill dam health monitoring, precision agriculture, etc. In this paper, a feasibility study was conducted to monitor the soil water content in real time using permanent embedded piezoceramic-based transducers called smart aggregates (SAs). An active sensing approach using a customized swept acoustic wave with a frequency range between 100 Hz and 300 kHz was used to study the wave attenuation in the soil in correlation to soil moisture levels. Two sandy soil specimens, each embedded with a pair of SAs, were made in the laboratory, and the water percentage of the soil specimens was incrementally decreased from 15% to 3% during the tests. Due to the change of the soil water status, the damping property of the soil correspondingly changes. The change of the damping property results in the variation of the acoustic wave attenuation ratios. A wavelet packet-based energy index was adopted to compute the energy of the signal captured by the SA sensor. Experimental results show a parabolic growth curve of the received signal energy vs. the water percentage of the soil. The feasibility, sensitivity, and reliability of the proposed method for in-situ monitoring of soil water status were discussed. |
topic |
piezoceramic transducers active sensing soil water content monitoring real time monitoring wavelet packet analysis |
url |
https://www.mdpi.com/1424-8220/17/10/2395 |
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