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Virtual round robin – A new opportunity to study NDT reliability

Year of publication

2021

Authors

Virkkunen, Iikka; Koskinen, Tuomas; Jessen-Juhler, Oskari

Abstract

Round robin exercises have traditionally been difficult to arrange in the field of non-destructive testing (NDT). To create a representative round robin exercise, representative mock-ups with representative flaws are needed. The mock-ups are costly and transporting them around the world to facilitate testing by numerous laboratories is difficult. The few round robins that have been completed have often contributed significantly to our understanding on the capability of the used NDT methods and procedures. Recently, the increased use of automated inspections together with the development of virtual flaws (independently by Trueflaw and EPRI) has enabled a new type of round robin, where instead of moving samples around the world, the round robin is focused on the data analysis and only pre-acquired data files are distributed. This makes conducting a round robin much more cost-effective both in terms of arrangement and in terms of inspection effort from the participating companies. In addition, the virtual flaw technology allows unprecedented number and variety of flaws to be included. With high number of flaws included, the results present statistically meaningful sample and can be further analyzed to estimate the probability of detection (POD) with standard statistical tools. In connection with the international project “PIONIC”, such a virtual round robin was arranged for the first time. The exercise showed, that virtual flaws and virtual round robins can be used to extract important information about NDT reliability and performance. Also, some points of development were identified for further studies: the sizing and detection files should be better optimized for their respective uses and the data could be further obfuscated to avoid any possibility of inspectors learning to recognize repeating signal patterns. 12 inspectors submitted results to the virtual round robin. The results showed a90/95 ranging from 1.2 to 7.0 mm – a significant variation in performance. The difference was mainly attributed to different inspection strategies. In addition, an unexplained tendency to miss big cracks was noted on some result sets. One of the data files did not contain any flaws. None of the inspectors correctly identified the file as flawless.
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Organizations and authors

VTT Technical Research Centre of Finland Ltd

Jessen-Juhler Oskari

Koskinen Tuomas

Aalto University

Virkkunen Iikka Orcid -palvelun logo

Publication type

Publication format

Article

Parent publication type

Journal

Article type

Original article

Audience

Scientific

Peer-reviewed

Peer-Reviewed

MINEDU's publication type classification code

A1 Journal article (refereed), original research

Publication channel information

Volume

380

Article number

111297

​Publication forum

64240

​Publication forum level

3

Open access

Open access in the publisher’s service

Yes

Open access of publication channel

Partially open publication channel

License of the publisher’s version

CC BY

Self-archived

Yes

Other information

Fields of science

Electronic, automation and communications engineering, electronics; Mechanical engineering; Materials engineering; Environmental engineering

Keywords

[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]

Internationality of the publisher

International

Language

English

International co-publication

No

Co-publication with a company

No

DOI

10.1016/j.nucengdes.2021.111297

The publication is included in the Ministry of Education and Culture’s Publication data collection

Yes