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Article

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Title

A novel approach to using artificial intelligence in coordinate metrology including nano scale

Authors

[ 1 ] Instytut Technologii Mechanicznej, Wydział Inżynierii Mechanicznej, Politechnika Poznańska | [ 2 ] Instytut Informatyki, Wydział Informatyki i Telekomunikacji, Politechnika Poznańska | [ P ] employee

Scientific discipline (Law 2.0)

[2.3] Information and communication technology
[2.9] Mechanical engineering

Year of publication

2023

Published in

Measurement

Journal year: 2023 | Journal volume: vol. 217

Article type

scientific article

Publication language

english

Keywords
EN
  • Artificial intelligence
  • Metrology
  • Scale
  • Scanning
  • Nano
Abstract

EN The applications of modern length and angle metrology continue to pose new challenges for manufacturers and operators of measuring equipment, starting from nano scale. One method to support measurement processes is the use of artificial intelligence. As an essential part of Industry 4.0 and Metrology 4.0 strategies, it actively supports humans in executing measurement activities. The use of artificial intelligence in this area is determined by technological and social factors, as the shortage of highly skilled operators is becoming increasingly acute. The paper discusses the possibilities of using artificial intelligence in coordinate metrology. Ideas including the selection of the measurement strategy, conditions, filtering techniques, as well as self-verification or even self-calibration were presented. Schemes of procedures using local and global databases of applications and measuring instruments are presented. A new area application in the analysis of interference fringes is shown, with method descriptions and experimental results.

Date of online publication

18.05.2023

Pages (from - to)

113051-1 - 113051-11

DOI

10.1016/j.measurement.2023.113051

URL

https://www.sciencedirect.com/science/article/pii/S0263224123006152?via%3Dihub

Comments

Article Number: 113051

Ministry points / journal

200

Impact Factor

5,6 [List 2022]

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