Online Pipe Leakage Detection Using the Vibration-Based Wireless Sensing System

Xiaoli Tang; Yu Jia; Guojin Feng; Yuandong Xu; Fengshou Gu; Andrew D. Ball

doi:10.1007/978-3-030-99075-6_39

Online Pipe Leakage Detection Using the Vibration-Based Wireless Sensing System

Xiaoli Tang, Yu Jia^*, Guojin Feng, Yuandong Xu, Fengshou Gu, Andrew D. Ball

^*Corresponding author for this work

Research output: Chapter in Book/Published conference output › Conference publication

Abstract

Piping systems are widely utilized in industry and home. Leakage of piping systems induced by prolonged corrosion, severe weather, or man-made damage will lead to serious consequences like explosion disasters, severe damage to industrial equipment, unforeseeable waste of resources and even threaten human life. WSNs significantly attract attentions in Industry 4.0 in recent years due to their advantages of wide distribution, remote controllability, convenient portability, easy programming, and economy. Meanwhile, as a non-intrusive measurement technique, vibration manifests a great potential for leakage detection of piping systems. In this paper, a vibration-based wireless sensing system is developed to remotely monitor the condition of piping systems in real time. According to the analytical results of vibration signals at two different positions on the piping system, the effective statistical features are extracted at the wireless sensor node to detect the leakage and its severity of the piping system. Furthermore, it can reduce the amount of data transmitted to reduce the power consumption then prolong the service life of the designed wireless sensing system. The diagnostic result can be conveniently observed on the mobile device in real time.

Original language	English
Title of host publication	Proceedings of IncoME-VI and TEPEN 2021 - Performance Engineering and Maintenance Engineering
Editors	Hao Zhang, Guojin Feng, Hongjun Wang, Fengshou Gu, Jyoti K. Sinha
Pages	477-489
Number of pages	13
DOIs	https://doi.org/10.1007/978-3-030-99075-6_39
Publication status	Published - 18 Sept 2023
Event	6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021 - Tianjin, China Duration: 20 Oct 2021 → 23 Oct 2021

Publication series

Name	Mechanisms and Machine Science
Volume	117
ISSN (Print)	2211-0984
ISSN (Electronic)	2211-0992

Conference

Conference	6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021
Country/Territory	China
City	Tianjin
Period	20/10/21 → 23/10/21

Bibliographical note

Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.

Keywords

Condition monitoring
Leakage detection
Piping system
Wireless vibration sensing system

Access to Document

10.1007/978-3-030-99075-6_39

Cite this

Tang, X., Jia, Y., Feng, G., Xu, Y., Gu, F., & Ball, A. D. (2023). Online Pipe Leakage Detection Using the Vibration-Based Wireless Sensing System. In H. Zhang, G. Feng, H. Wang, F. Gu, & J. K. Sinha (Eds.), Proceedings of IncoME-VI and TEPEN 2021 - Performance Engineering and Maintenance Engineering (pp. 477-489). (Mechanisms and Machine Science; Vol. 117). https://doi.org/10.1007/978-3-030-99075-6_39

@inproceedings{9d19408a7d934407b17444a5f3bd1ea8,

title = "Online Pipe Leakage Detection Using the Vibration-Based Wireless Sensing System",

abstract = "Piping systems are widely utilized in industry and home. Leakage of piping systems induced by prolonged corrosion, severe weather, or man-made damage will lead to serious consequences like explosion disasters, severe damage to industrial equipment, unforeseeable waste of resources and even threaten human life. WSNs significantly attract attentions in Industry 4.0 in recent years due to their advantages of wide distribution, remote controllability, convenient portability, easy programming, and economy. Meanwhile, as a non-intrusive measurement technique, vibration manifests a great potential for leakage detection of piping systems. In this paper, a vibration-based wireless sensing system is developed to remotely monitor the condition of piping systems in real time. According to the analytical results of vibration signals at two different positions on the piping system, the effective statistical features are extracted at the wireless sensor node to detect the leakage and its severity of the piping system. Furthermore, it can reduce the amount of data transmitted to reduce the power consumption then prolong the service life of the designed wireless sensing system. The diagnostic result can be conveniently observed on the mobile device in real time.",

keywords = "Condition monitoring, Leakage detection, Piping system, Wireless vibration sensing system",

author = "Xiaoli Tang and Yu Jia and Guojin Feng and Yuandong Xu and Fengshou Gu and Ball, {Andrew D.}",

note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021 ; Conference date: 20-10-2021 Through 23-10-2021",

year = "2023",

month = sep,

day = "18",

doi = "10.1007/978-3-030-99075-6_39",

language = "English",

isbn = "9783030990749",

series = "Mechanisms and Machine Science",

pages = "477--489",

editor = "Hao Zhang and Guojin Feng and Hongjun Wang and Fengshou Gu and Sinha, {Jyoti K.}",

booktitle = "Proceedings of IncoME-VI and TEPEN 2021 - Performance Engineering and Maintenance Engineering",

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Tang, X, Jia, Y, Feng, G, Xu, Y, Gu, F & Ball, AD 2023, Online Pipe Leakage Detection Using the Vibration-Based Wireless Sensing System. in H Zhang, G Feng, H Wang, F Gu & JK Sinha (eds), Proceedings of IncoME-VI and TEPEN 2021 - Performance Engineering and Maintenance Engineering. Mechanisms and Machine Science, vol. 117, pp. 477-489, 6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021, Tianjin, China, 20/10/21. https://doi.org/10.1007/978-3-030-99075-6_39

Online Pipe Leakage Detection Using the Vibration-Based Wireless Sensing System. / Tang, Xiaoli; Jia, Yu; Feng, Guojin et al.
Proceedings of IncoME-VI and TEPEN 2021 - Performance Engineering and Maintenance Engineering. ed. / Hao Zhang; Guojin Feng; Hongjun Wang; Fengshou Gu; Jyoti K. Sinha. 2023. p. 477-489 (Mechanisms and Machine Science; Vol. 117).

Research output: Chapter in Book/Published conference output › Conference publication

TY - GEN

T1 - Online Pipe Leakage Detection Using the Vibration-Based Wireless Sensing System

AU - Tang, Xiaoli

AU - Jia, Yu

AU - Feng, Guojin

AU - Xu, Yuandong

AU - Gu, Fengshou

AU - Ball, Andrew D.

PY - 2023/9/18

Y1 - 2023/9/18

N2 - Piping systems are widely utilized in industry and home. Leakage of piping systems induced by prolonged corrosion, severe weather, or man-made damage will lead to serious consequences like explosion disasters, severe damage to industrial equipment, unforeseeable waste of resources and even threaten human life. WSNs significantly attract attentions in Industry 4.0 in recent years due to their advantages of wide distribution, remote controllability, convenient portability, easy programming, and economy. Meanwhile, as a non-intrusive measurement technique, vibration manifests a great potential for leakage detection of piping systems. In this paper, a vibration-based wireless sensing system is developed to remotely monitor the condition of piping systems in real time. According to the analytical results of vibration signals at two different positions on the piping system, the effective statistical features are extracted at the wireless sensor node to detect the leakage and its severity of the piping system. Furthermore, it can reduce the amount of data transmitted to reduce the power consumption then prolong the service life of the designed wireless sensing system. The diagnostic result can be conveniently observed on the mobile device in real time.

AB - Piping systems are widely utilized in industry and home. Leakage of piping systems induced by prolonged corrosion, severe weather, or man-made damage will lead to serious consequences like explosion disasters, severe damage to industrial equipment, unforeseeable waste of resources and even threaten human life. WSNs significantly attract attentions in Industry 4.0 in recent years due to their advantages of wide distribution, remote controllability, convenient portability, easy programming, and economy. Meanwhile, as a non-intrusive measurement technique, vibration manifests a great potential for leakage detection of piping systems. In this paper, a vibration-based wireless sensing system is developed to remotely monitor the condition of piping systems in real time. According to the analytical results of vibration signals at two different positions on the piping system, the effective statistical features are extracted at the wireless sensor node to detect the leakage and its severity of the piping system. Furthermore, it can reduce the amount of data transmitted to reduce the power consumption then prolong the service life of the designed wireless sensing system. The diagnostic result can be conveniently observed on the mobile device in real time.

KW - Condition monitoring

KW - Leakage detection

KW - Piping system

KW - Wireless vibration sensing system

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DO - 10.1007/978-3-030-99075-6_39

M3 - Conference publication

AN - SCOPUS:85138760583

SN - 9783030990749

T3 - Mechanisms and Machine Science

SP - 477

EP - 489

BT - Proceedings of IncoME-VI and TEPEN 2021 - Performance Engineering and Maintenance Engineering

A2 - Zhang, Hao

A2 - Feng, Guojin

A2 - Wang, Hongjun

A2 - Gu, Fengshou

A2 - Sinha, Jyoti K.

T2 - 6th International Conference on Maintenance Engineering, IncoME-VI and the Conference of the Efficiency and Performance Engineering Network, TEPEN 2021

Y2 - 20 October 2021 through 23 October 2021

ER -

Online Pipe Leakage Detection Using the Vibration-Based Wireless Sensing System

Abstract

Publication series

Conference

Bibliographical note

Keywords

Access to Document

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Cite this