A Gas Leakage Localization Method Based on a Virtual Ultrasonic Sensor Array

In traditional sensory array-based acoustic emission methods that are used for gas leakage localization, the localization resolution depends on the spatial aperture of the array, that is, the number of sensors. Most of the existing methods use small arrays that can only achieve low-resolution locali...

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Main Authors: Lei Li, Kuan Yang, Xiaoyu Bian, Qinghui Liu, Yizhuo Yang, Fengying Ma
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/19/14/3152
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spelling doaj-32c92c718e8f43c9b19e72077bd524242020-11-24T21:24:23ZengMDPI AGSensors1424-82202019-07-011914315210.3390/s19143152s19143152A Gas Leakage Localization Method Based on a Virtual Ultrasonic Sensor ArrayLei Li0Kuan Yang1Xiaoyu Bian2Qinghui Liu3Yizhuo Yang4Fengying Ma5School of Physics and Engineering, Zhengzhou University, Zhengzhou 450001, ChinaSchool of Physics and Engineering, Zhengzhou University, Zhengzhou 450001, ChinaSchool of Physics and Engineering, Zhengzhou University, Zhengzhou 450001, ChinaSchool of Physics and Engineering, Zhengzhou University, Zhengzhou 450001, ChinaGlasgow College, University of Electronic Science and Technology of China, Chengdu 610000, ChinaSchool of Physics and Engineering, Zhengzhou University, Zhengzhou 450001, ChinaIn traditional sensory array-based acoustic emission methods that are used for gas leakage localization, the localization resolution depends on the spatial aperture of the array, that is, the number of sensors. Most of the existing methods use small arrays that can only achieve low-resolution localization results because of limitations such as the amplitude and phase consistency, the complexity and cost of the system. This paper reports the first application of a virtual phased array for gas leakage detection to obtain high-resolution localization results. This method uses a virtual linear ultrasonic sensor array composed of only two sensors to acquire leakage signals. Then, we use the virtual beamforming algorithm based on the cross-power spectrum to estimate the location of the leakage source. Several experiments were conducted to evaluate the effectiveness and operability of the proposed method. The impacts of various factors on the performance of the localization technique are compared and discussed, including factors such as the number of sensors and the distance between the leak hole and virtual array. The results demonstrate that the proposed method accurately and reliably localizes gas leakages.https://www.mdpi.com/1424-8220/19/14/3152gas leakagelocalizationvirtual phased arrayultrasonic sensor
collection DOAJ
language English
format Article
sources DOAJ
author Lei Li
Kuan Yang
Xiaoyu Bian
Qinghui Liu
Yizhuo Yang
Fengying Ma
spellingShingle Lei Li
Kuan Yang
Xiaoyu Bian
Qinghui Liu
Yizhuo Yang
Fengying Ma
A Gas Leakage Localization Method Based on a Virtual Ultrasonic Sensor Array
Sensors
gas leakage
localization
virtual phased array
ultrasonic sensor
author_facet Lei Li
Kuan Yang
Xiaoyu Bian
Qinghui Liu
Yizhuo Yang
Fengying Ma
author_sort Lei Li
title A Gas Leakage Localization Method Based on a Virtual Ultrasonic Sensor Array
title_short A Gas Leakage Localization Method Based on a Virtual Ultrasonic Sensor Array
title_full A Gas Leakage Localization Method Based on a Virtual Ultrasonic Sensor Array
title_fullStr A Gas Leakage Localization Method Based on a Virtual Ultrasonic Sensor Array
title_full_unstemmed A Gas Leakage Localization Method Based on a Virtual Ultrasonic Sensor Array
title_sort gas leakage localization method based on a virtual ultrasonic sensor array
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2019-07-01
description In traditional sensory array-based acoustic emission methods that are used for gas leakage localization, the localization resolution depends on the spatial aperture of the array, that is, the number of sensors. Most of the existing methods use small arrays that can only achieve low-resolution localization results because of limitations such as the amplitude and phase consistency, the complexity and cost of the system. This paper reports the first application of a virtual phased array for gas leakage detection to obtain high-resolution localization results. This method uses a virtual linear ultrasonic sensor array composed of only two sensors to acquire leakage signals. Then, we use the virtual beamforming algorithm based on the cross-power spectrum to estimate the location of the leakage source. Several experiments were conducted to evaluate the effectiveness and operability of the proposed method. The impacts of various factors on the performance of the localization technique are compared and discussed, including factors such as the number of sensors and the distance between the leak hole and virtual array. The results demonstrate that the proposed method accurately and reliably localizes gas leakages.
topic gas leakage
localization
virtual phased array
ultrasonic sensor
url https://www.mdpi.com/1424-8220/19/14/3152
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