Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling

When there are sudden changes in fluid propagation in the pipeline system, pressure transient signal is generated. Due to the rapid pressure and fluctuation flow of the system (opening and closing of valve rapidly). A few group of researchers had use the pressure transient signal to detect and locat...

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Main Authors:	Hanafi, M. Yusop, M. F., Ghazali, W. H., Azmi, M. F. M., Yusof, M. A., PiRemli, M. A., A. Rahim
Format:	Conference or Workshop Item
Language:	English English
Published:	Universiti Malaysia Pahang 2018
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://umpir.ump.edu.my/id/eprint/24225/ http://umpir.ump.edu.my/id/eprint/24225/ http://umpir.ump.edu.my/id/eprint/24225/1/36.1%20Exploration%20of%20ikaz%20and%20normalized%20hilbert%20transform.pdf http://umpir.ump.edu.my/id/eprint/24225/2/36.11%20Exploration%20of%20ikaz%20and%20normalized%20hilbert%20transform.pdf

id	ump-24225
recordtype	eprints
spelling	ump-242252019-05-21T03:46:44Z http://umpir.ump.edu.my/id/eprint/24225/ Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling Hanafi, M. Yusop M. F., Ghazali W. H., Azmi M. F. M., Yusof M. A., PiRemli M. A., A. Rahim TJ Mechanical engineering and machinery When there are sudden changes in fluid propagation in the pipeline system, pressure transient signal is generated. Due to the rapid pressure and fluctuation flow of the system (opening and closing of valve rapidly). A few group of researchers had use the pressure transient signal to detect and locate any uncertainties in the system (leak and blockage). Empirical Mode decomposition (EMD) will be as the demonizing method of pressure transient signal before proceeding to be analyzed further by using instantaneous frequency analysis in this research. EMD might be the step of decomposing the signal into intrinsic mode function, but this method have difficulties in selecting a suitable IMF. This paper proposed the uses of Integrated Kurtosisbased Algorithm for z-filter Technique (Ikaz) for that allows automatic selection of suitable and relevant IMF. This work shows the artificial pressure transient signal generates using transmission line modelling (TLM) in order to test the effectiveness of Ikaz as the autonomous selection of IMF. This paper implements the Normalize Hilbert Transform (NHT) as the instantaneous frequency analysis. A straight fluid network was designed using TLM fixing with higher resistance at some point that act as a leak and connecting to the pipe feature such as junction, pipefitting or blockage. The analysis results using Ikaz show that the method can be implement as an automatic selection of intrinsic mode function (IMF) although the noise level ratio of the signal is lower. Thus, Ikaz-kurtosis ratio is recommended to be implemented as automatic selection of intrinsic mode function (IMF) through NHT analysis. Universiti Malaysia Pahang 2018-10 Conference or Workshop Item PeerReviewed pdf en http://umpir.ump.edu.my/id/eprint/24225/1/36.1%20Exploration%20of%20ikaz%20and%20normalized%20hilbert%20transform.pdf pdf en http://umpir.ump.edu.my/id/eprint/24225/2/36.11%20Exploration%20of%20ikaz%20and%20normalized%20hilbert%20transform.pdf Hanafi, M. Yusop and M. F., Ghazali and W. H., Azmi and M. F. M., Yusof and M. A., PiRemli and M. A., A. Rahim (2018) Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling. In: 1st International Postgraduates Conference On Mechanical Engineering (IPCME) 2018, 31 Oktober 2018 , UMP Pekan. pp. 1-9.. (Unpublished) https://fkm.ump.edu.my/index.php/en/conferences/ipcme/ipcme2018
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 Hanafi, M. Yusop M. F., Ghazali W. H., Azmi M. F. M., Yusof M. A., PiRemli M. A., A. Rahim Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling
description	When there are sudden changes in fluid propagation in the pipeline system, pressure transient signal is generated. Due to the rapid pressure and fluctuation flow of the system (opening and closing of valve rapidly). A few group of researchers had use the pressure transient signal to detect and locate any uncertainties in the system (leak and blockage). Empirical Mode decomposition (EMD) will be as the demonizing method of pressure transient signal before proceeding to be analyzed further by using instantaneous frequency analysis in this research. EMD might be the step of decomposing the signal into intrinsic mode function, but this method have difficulties in selecting a suitable IMF. This paper proposed the uses of Integrated Kurtosisbased Algorithm for z-filter Technique (Ikaz) for that allows automatic selection of suitable and relevant IMF. This work shows the artificial pressure transient signal generates using transmission line modelling (TLM) in order to test the effectiveness of Ikaz as the autonomous selection of IMF. This paper implements the Normalize Hilbert Transform (NHT) as the instantaneous frequency analysis. A straight fluid network was designed using TLM fixing with higher resistance at some point that act as a leak and connecting to the pipe feature such as junction, pipefitting or blockage. The analysis results using Ikaz show that the method can be implement as an automatic selection of intrinsic mode function (IMF) although the noise level ratio of the signal is lower. Thus, Ikaz-kurtosis ratio is recommended to be implemented as automatic selection of intrinsic mode function (IMF) through NHT analysis.
format	Conference or Workshop Item
author	Hanafi, M. Yusop M. F., Ghazali W. H., Azmi M. F. M., Yusof M. A., PiRemli M. A., A. Rahim
author_facet	Hanafi, M. Yusop M. F., Ghazali W. H., Azmi M. F. M., Yusof M. A., PiRemli M. A., A. Rahim
author_sort	Hanafi, M. Yusop
title	Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling
title_short	Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling
title_full	Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling
title_fullStr	Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling
title_full_unstemmed	Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling
title_sort	exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling
publisher	Universiti Malaysia Pahang
publishDate	2018
url	http://umpir.ump.edu.my/id/eprint/24225/ http://umpir.ump.edu.my/id/eprint/24225/ http://umpir.ump.edu.my/id/eprint/24225/1/36.1%20Exploration%20of%20ikaz%20and%20normalized%20hilbert%20transform.pdf http://umpir.ump.edu.my/id/eprint/24225/2/36.11%20Exploration%20of%20ikaz%20and%20normalized%20hilbert%20transform.pdf
first_indexed	2023-09-18T22:36:32Z
last_indexed	2023-09-18T22:36:32Z
_version_	1777416633191497728

Exploration of ikaz and normalized hilbert transform for solving faulty in pipeline distribution system using transmission line modelling

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