Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal

Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal

Transient event usually happen due to pressure surge inside water pipeline network by either opening or closing valve rapidly or water hammer phenomena. This paper focus on identification of leak signature using Empirical Mode Decomposition (EMD) with the implementation of Ikaz-kurtosis ratio while...

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Main Authors: Muhammad Aminuddin, Pi Remli, M. F., Ghazali, W. H., Azmi, M. F., M. Yusof, Hanafi, M. Yusop, M. L., Azmi
Format: Conference or Workshop Item
Language:English
English
Published: IOP Publishing 2019
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://umpir.ump.edu.my/id/eprint/24243/
http://umpir.ump.edu.my/id/eprint/24243/
http://umpir.ump.edu.my/id/eprint/24243/1/36.3%20Implementation%20Of%20I-Kaz%20With%20Teager-Kaiser%20Energy.pdf
http://umpir.ump.edu.my/id/eprint/24243/2/36.33%20Implementation%20Of%20I-Kaz%20With%20Teager-Kaiser%20Energy.pdf
id ump-24243
recordtype eprints
spelling ump-242432019-08-02T01:28:08Z http://umpir.ump.edu.my/id/eprint/24243/ Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal Muhammad Aminuddin, Pi Remli M. F., Ghazali W. H., Azmi M. F., M. Yusof Hanafi, M. Yusop M. L., Azmi TJ Mechanical engineering and machinery Transient event usually happen due to pressure surge inside water pipeline network by either opening or closing valve rapidly or water hammer phenomena. This paper focus on identification of leak signature using Empirical Mode Decomposition (EMD) with the implementation of Ikaz-kurtosis ratio while Teager Kaiser Energy Operator (TKEO) use as instantaneous frequency analysis (IFA). Two synthetic signal with different pipe characteristics was construct using transmission line modelling (TLM). It is show that Ikaz-kurtosis ratio give good result in selecting the intrinsic mode function (IMF) after EMD decomposed the signal into a series of IMFs. TKEO as post processing analysis extract all the information inside the signal that contaminated with noise. Its show that leakage position can be localize with maximum error less 7.3%. Meanwhile, Outlet position recorded 3.4% maximum. This conclude that this method apply for synthetic signal is acceptable for leakage detection. IOP Publishing 2019-01 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/24243/1/36.3%20Implementation%20Of%20I-Kaz%20With%20Teager-Kaiser%20Energy.pdf pdf en http://umpir.ump.edu.my/id/eprint/24243/2/36.33%20Implementation%20Of%20I-Kaz%20With%20Teager-Kaiser%20Energy.pdf Muhammad Aminuddin, Pi Remli and M. F., Ghazali and W. H., Azmi and M. F., M. Yusof and Hanafi, M. Yusop and M. L., Azmi (2019) Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal. In: International Postgraduates Conference On Mechanical Engineering (IPCME) 2018, 31 Oktober 2018 , UMP Pekan. pp. 1-8., 469 (1). ISSN 17578981 https://iopscience.iop.org/article/10.1088/1757-899X/469/1/012094/pdf
repository_type Digital Repository
institution_category Local University
institution Universiti Malaysia Pahang
building UMP Institutional Repository
collection Online Access
language English
English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Muhammad Aminuddin, Pi Remli
M. F., Ghazali
W. H., Azmi
M. F., M. Yusof
Hanafi, M. Yusop
M. L., Azmi
Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
description Transient event usually happen due to pressure surge inside water pipeline network by either opening or closing valve rapidly or water hammer phenomena. This paper focus on identification of leak signature using Empirical Mode Decomposition (EMD) with the implementation of Ikaz-kurtosis ratio while Teager Kaiser Energy Operator (TKEO) use as instantaneous frequency analysis (IFA). Two synthetic signal with different pipe characteristics was construct using transmission line modelling (TLM). It is show that Ikaz-kurtosis ratio give good result in selecting the intrinsic mode function (IMF) after EMD decomposed the signal into a series of IMFs. TKEO as post processing analysis extract all the information inside the signal that contaminated with noise. Its show that leakage position can be localize with maximum error less 7.3%. Meanwhile, Outlet position recorded 3.4% maximum. This conclude that this method apply for synthetic signal is acceptable for leakage detection.
format Conference or Workshop Item
author Muhammad Aminuddin, Pi Remli
M. F., Ghazali
W. H., Azmi
M. F., M. Yusof
Hanafi, M. Yusop
M. L., Azmi
author_facet Muhammad Aminuddin, Pi Remli
M. F., Ghazali
W. H., Azmi
M. F., M. Yusof
Hanafi, M. Yusop
M. L., Azmi
author_sort Muhammad Aminuddin, Pi Remli
title Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_short Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_full Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_fullStr Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_full_unstemmed Implementation of I-kaz with Teager-Kaiser energy operator in solving leakage problem using synthetic signal
title_sort implementation of i-kaz with teager-kaiser energy operator in solving leakage problem using synthetic signal
publisher IOP Publishing
publishDate 2019
url http://umpir.ump.edu.my/id/eprint/24243/
http://umpir.ump.edu.my/id/eprint/24243/
http://umpir.ump.edu.my/id/eprint/24243/1/36.3%20Implementation%20Of%20I-Kaz%20With%20Teager-Kaiser%20Energy.pdf
http://umpir.ump.edu.my/id/eprint/24243/2/36.33%20Implementation%20Of%20I-Kaz%20With%20Teager-Kaiser%20Energy.pdf
first_indexed 2023-09-18T22:36:34Z
last_indexed 2023-09-18T22:36:34Z
_version_ 1777416634977222656

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