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Analysis of pipeline leakage signal based on adaptive weighted frequency band entropy optimized VMD algorithm.

Authors :
Yao, Qiang
Hao, Yongmei
Wu, Fan
Xing, Zhixiang
Yang, Jian
Source :
Mechanics of Advanced Materials & Structures. 2024, Vol. 31 Issue 16, p3678-3689. 12p.
Publication Year :
2024

Abstract

The influence of pressure and environment on urban polyethylene (PE) gas pipeline makes structural deterioration and leaking to the pipeline and pipeline easy. This paper proposes an analysis method for optimizing Variational Mode Decomposition (VMD) algorithm. Firstly, the optimal bandwidth is obtained by using the adaptive weighted frequency band entropy (AFBE), and the optimal quadratic penalty factor is obtained by curve fitting. Then, the AFBE is used as the fitness function, and the optimal decomposition level is obtained by the optimized beetle whisker search algorithm. Experimental results show that the signal-to-noise ratio (SNR) is improved by 12.74% on average. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15376494
Volume :
31
Issue :
16
Database :
Academic Search Index
Journal :
Mechanics of Advanced Materials & Structures
Publication Type :
Academic Journal
Accession number :
178088261
Full Text :
https://doi.org/10.1080/15376494.2023.2182007