Transient wave-based methods for anomaly detection in fluid pipes: A review

被引:106
|
作者
Che, Tong-Chuan [1 ,2 ]
Duan, Huan-Feng [1 ,2 ]
Lee, Pedro J. [3 ]
机构
[1] Hong Kong Polytech Univ, Dept Civil & Environm Engn, Kowloon, Hong Kong, Peoples R China
[2] Hong Kong Polytech Univ, Dept Civil & Environm Engn, Kowloon, Clear Water Bay, Hong Kong, Peoples R China
[3] Univ Canterbury, Dept Civil & Nat Resources Engn, Private Bag 4800, Christchurch, New Zealand
关键词
Transient wave; Fluid pipe system; Anomaly detection; Inverse problem; Signal processing; FREQUENCY-RESPONSE DIAGRAM; PARTIAL BLOCKAGE DETECTION; PIPELINE LEAK DETECTION; UNSTEADY-STATE TESTS; WALL VISCOELASTICITY; PRESSURIZED PIPES; MULTIPLE LEAKS; EXPERIMENTAL-VERIFICATION; HYDRAULIC TRANSIENTS; MAXIMUM-LIKELIHOOD;
D O I
10.1016/j.ymssp.2021.107874
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Over the years, anomaly detection of fluid pipes has been a focus of water authorities as well as oil and gas operators to advance the operation and management of these mechanical systems. This paper presents a comprehensive review on the development and application of transient wave-based methods for the detection of different anomalies in fluid pipes. A brief introduction of the fundamental physics and mechanism of transient waves in both intact and defective pipes is first presented. Different techniques and principles for transient wave generation and measurement are then discussed. In addition, the signal processing techniques commonly used for feature extraction from the measured signals are summarized. The main focus of this paper is on the comprehensive review of the technological advances and characteristics of five common types of transient wave-based anomaly detection methods for fluid pipe systems, namely (1) reflection-based method; (2) damping-based method; (3) FRF peak pattern-based method; (4) time domain full waveform inversion method; and (5) frequency domain full-waveform inversion method. Afterwards, two practical applications of transient wave-based methods for anomaly detection in real-life fluid pipe systems are introduced and discussed. Finally, recommendations for future work in this research field are given. (c) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:39
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