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

1st International Postgraduate Conference on Mechanical Engineering

工业技术（总论）;机械制造

Piremli, M.A.^1 ; Ghazali, M.F.^1 ; Azmi, W.H.^1 ; Yusof, M.F.M.^1 ; Yusop, Hanafi.M.^1 ; Azmi, M.L.^1

Advance Structural Integrity and Vibration Research (ASIVR, Faculty of Mechanical Engineering, University Malaysia Pahang, Pekan, Pahang, Malaysia^1

关键词: Empirical Mode Decomposition;    Instantaneous frequency analysis;    Intrinsic Mode functions;    Leakage detection;    Pipeline networks;    Synthetic signals;    Transient events;    Transmission line modelling;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/469/1/012094/pdf
DOI  :  10.1088/1757-899X/469/1/012094

学科分类：工业工程学

来源: IOP

【 摘 要 】

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.