Localizing Fouling in Water-Filled Pipe with Laser-Induced Non-Axisymmetric Guided Waves

Joonas Aleksi Mustonen; Joonas Fredrik Suorsa; Denys Iablonskyi; Arto Klami; Ari Salmi; Edward Haeggström

doi:10.1109/IUS54386.2022.9957524

Localizing Fouling in Water-Filled Pipe with Laser-Induced Non-Axisymmetric Guided Waves

Joonas Aleksi Mustonen, Joonas Fredrik Suorsa, Denys Iablonskyi, Arto Klami, Ari Salmi, Edward Haeggström

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review

Abstract

Effective fouling quantification and localization is an unsolved industrial challenge. As in non-destructive evaluation, fouling could be quantified using traditional transducer collars, which also simplify the structure to a ID-system. In this case the radial information of the location of the fouling is lost. We localized different kinds of fouling in a 3D-system using laser-induced point-excitation and non-axisymmetric guided waves to provide experimental input for an AI-based detection algorithm. Results show that only echoes from those paths intersecting the fouling were altered (decreased amplitudes, time of flight shifts). By amalgamating information from several circumferential paths, the fouling can be located in the pipe.

Original language	English
Title of host publication	2022 IEEE International Ultrasonics Symposium (IUS)
Number of pages	3
Publisher	IEEE
Publication date	2022
ISBN (Print)	978-1-6654-7813-7
ISBN (Electronic)	978-1-6654-6657-8
DOIs	https://doi.org/10.1109/IUS54386.2022.9957524
Publication status	Published - 2022
MoE publication type	A4 Article in conference proceedings
Event	2022 IEEE International Ultrasonics Symposium (IUS) - Venice, Italy Duration: 10 Oct 2022 → 13 Oct 2022

Fields of Science

114 Physical sciences

Access to Document

10.1109/IUS54386.2022.9957524

mustonen_ius2022_manuscriptFinal published version, 1.61 MB

Cite this

@inproceedings{9b6892c1a40b43d1a274e8d9aa4bc7a2,

title = "Localizing Fouling in Water-Filled Pipe with Laser-Induced Non-Axisymmetric Guided Waves",

abstract = "Effective fouling quantification and localization is an unsolved industrial challenge. As in non-destructive evaluation, fouling could be quantified using traditional transducer collars, which also simplify the structure to a ID-system. In this case the radial information of the location of the fouling is lost. We localized different kinds of fouling in a 3D-system using laser-induced point-excitation and non-axisymmetric guided waves to provide experimental input for an AI-based detection algorithm. Results show that only echoes from those paths intersecting the fouling were altered (decreased amplitudes, time of flight shifts). By amalgamating information from several circumferential paths, the fouling can be located in the pipe.",

keywords = "114 Physical sciences, Ultrasonics, Guided waves, Fouling detection, laser-ultrasound",

author = "Mustonen, {Joonas Aleksi} and Suorsa, {Joonas Fredrik} and Denys Iablonskyi and Arto Klami and Ari Salmi and Edward Haeggstr{\"o}m",

year = "2022",

doi = "10.1109/IUS54386.2022.9957524",

language = "English",

isbn = "978-1-6654-7813-7",

booktitle = "2022 IEEE International Ultrasonics Symposium (IUS)",

publisher = "IEEE",

address = "United States",

note = "2022 IEEE International Ultrasonics Symposium (IUS) ; Conference date: 10-10-2022 Through 13-10-2022",

}

TY - GEN

T1 - Localizing Fouling in Water-Filled Pipe with Laser-Induced Non-Axisymmetric Guided Waves

AU - Mustonen, Joonas Aleksi

AU - Suorsa, Joonas Fredrik

AU - Iablonskyi, Denys

AU - Klami, Arto

AU - Salmi, Ari

AU - Haeggström, Edward

PY - 2022

Y1 - 2022

N2 - Effective fouling quantification and localization is an unsolved industrial challenge. As in non-destructive evaluation, fouling could be quantified using traditional transducer collars, which also simplify the structure to a ID-system. In this case the radial information of the location of the fouling is lost. We localized different kinds of fouling in a 3D-system using laser-induced point-excitation and non-axisymmetric guided waves to provide experimental input for an AI-based detection algorithm. Results show that only echoes from those paths intersecting the fouling were altered (decreased amplitudes, time of flight shifts). By amalgamating information from several circumferential paths, the fouling can be located in the pipe.

AB - Effective fouling quantification and localization is an unsolved industrial challenge. As in non-destructive evaluation, fouling could be quantified using traditional transducer collars, which also simplify the structure to a ID-system. In this case the radial information of the location of the fouling is lost. We localized different kinds of fouling in a 3D-system using laser-induced point-excitation and non-axisymmetric guided waves to provide experimental input for an AI-based detection algorithm. Results show that only echoes from those paths intersecting the fouling were altered (decreased amplitudes, time of flight shifts). By amalgamating information from several circumferential paths, the fouling can be located in the pipe.

KW - 114 Physical sciences

KW - Ultrasonics

KW - Guided waves

KW - Fouling detection

KW - laser-ultrasound

U2 - 10.1109/IUS54386.2022.9957524

DO - 10.1109/IUS54386.2022.9957524

M3 - Conference contribution

SN - 978-1-6654-7813-7

BT - 2022 IEEE International Ultrasonics Symposium (IUS)

PB - IEEE

T2 - 2022 IEEE International Ultrasonics Symposium (IUS)

Y2 - 10 October 2022 through 13 October 2022

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