A Numerical Model for Experimental Designs of Vibration-Based Leak Detection and Monitoring of Water Pipes Using Piezoelectric Patches

While the potential use of energy harvesters as structural health monitors show promise, numerical models related to the design, deployment and performance of such monitors often present significant challenges. One such challenge lies in the problem of leak detection in fluid-carrying pipes. Recent...

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Main Authors: Favour Okosun, Mert Celikin, Vikram Pakrashi
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/23/6708
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spelling doaj-29e2c435a34d49aca6837713c4424da52020-11-27T07:53:32ZengMDPI AGSensors1424-82202020-11-01206708670810.3390/s20236708A Numerical Model for Experimental Designs of Vibration-Based Leak Detection and Monitoring of Water Pipes Using Piezoelectric PatchesFavour Okosun0Mert Celikin1Vikram Pakrashi2Dynamical Systems and Risk Laboratory, School of Mechanical and Materials Engineering, University College Dublin, D04 Dublin, IrelandMaterials Design and Processing Laboratory, School of Mechanical and Materials Engineering, University College Dublin, D04 Dublin, IrelandDynamical Systems and Risk Laboratory, School of Mechanical and Materials Engineering, University College Dublin, D04 Dublin, IrelandWhile the potential use of energy harvesters as structural health monitors show promise, numerical models related to the design, deployment and performance of such monitors often present significant challenges. One such challenge lies in the problem of leak detection in fluid-carrying pipes. Recent advances in experimental studies on energy harvesters for such monitoring has been promising but there is a paucity in existing literature in linking relevant fluid–structure interaction models around such applications. This paper addresses the abovementioned issue by developing a numerical model with Computational Fluid Dynamics (CFD) and Finite Element (FE) tools and carries out extensive analyses to compare it with existing experiments under controlled laboratory conditions. Conventional Polyvinylidene Fluoride (PVDF) films for leak detection and monitoring of water pipes were considered in this regard. The work provides guidelines on parameter selection and modeling for experimental design and repeatability of results for these types of experiments in future, around the demands of leak monitoring. The usefulness of such models is also demonstrated through the ability to estimate the optimum distribution frequency of these sensors that will enable the detection of the smallest leak of consequence under a known or established flow condition.https://www.mdpi.com/1424-8220/20/23/6708PVDF patchesstructural health monitoringsensingenergy harvestingpipe leak detectioncomputational fluid dynamics
collection DOAJ
language English
format Article
sources DOAJ
author Favour Okosun
Mert Celikin
Vikram Pakrashi
spellingShingle Favour Okosun
Mert Celikin
Vikram Pakrashi
A Numerical Model for Experimental Designs of Vibration-Based Leak Detection and Monitoring of Water Pipes Using Piezoelectric Patches
Sensors
PVDF patches
structural health monitoring
sensing
energy harvesting
pipe leak detection
computational fluid dynamics
author_facet Favour Okosun
Mert Celikin
Vikram Pakrashi
author_sort Favour Okosun
title A Numerical Model for Experimental Designs of Vibration-Based Leak Detection and Monitoring of Water Pipes Using Piezoelectric Patches
title_short A Numerical Model for Experimental Designs of Vibration-Based Leak Detection and Monitoring of Water Pipes Using Piezoelectric Patches
title_full A Numerical Model for Experimental Designs of Vibration-Based Leak Detection and Monitoring of Water Pipes Using Piezoelectric Patches
title_fullStr A Numerical Model for Experimental Designs of Vibration-Based Leak Detection and Monitoring of Water Pipes Using Piezoelectric Patches
title_full_unstemmed A Numerical Model for Experimental Designs of Vibration-Based Leak Detection and Monitoring of Water Pipes Using Piezoelectric Patches
title_sort numerical model for experimental designs of vibration-based leak detection and monitoring of water pipes using piezoelectric patches
publisher MDPI AG
series Sensors
issn 1424-8220
publishDate 2020-11-01
description While the potential use of energy harvesters as structural health monitors show promise, numerical models related to the design, deployment and performance of such monitors often present significant challenges. One such challenge lies in the problem of leak detection in fluid-carrying pipes. Recent advances in experimental studies on energy harvesters for such monitoring has been promising but there is a paucity in existing literature in linking relevant fluid–structure interaction models around such applications. This paper addresses the abovementioned issue by developing a numerical model with Computational Fluid Dynamics (CFD) and Finite Element (FE) tools and carries out extensive analyses to compare it with existing experiments under controlled laboratory conditions. Conventional Polyvinylidene Fluoride (PVDF) films for leak detection and monitoring of water pipes were considered in this regard. The work provides guidelines on parameter selection and modeling for experimental design and repeatability of results for these types of experiments in future, around the demands of leak monitoring. The usefulness of such models is also demonstrated through the ability to estimate the optimum distribution frequency of these sensors that will enable the detection of the smallest leak of consequence under a known or established flow condition.
topic PVDF patches
structural health monitoring
sensing
energy harvesting
pipe leak detection
computational fluid dynamics
url https://www.mdpi.com/1424-8220/20/23/6708
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