Project detail

Development of a novel versatile method for optical crack length measurement automation using digital image correlation and artificial intelligence

Duration: 1.1.2022 — 31.12.2022

Funding resources

Evropská unie - Interní grantová soutěž

On the project

Digital image correlation (DIC) is the state of the art method for deformation measurement and may become a powerful tool in fracture mechanics. New method for DIC crack length measurement automation based on physical properties of the crack has the potential to be more versatile than currently used deformation threshold techniques. Enhancement by artificial intelligence algorithms like machine learning or Kalman filter will ensure robustness and improved accuracy of the newly proposed method.

Description in English
The aim of the project is to create a competition for student research grants and its pilot verification. The creation of a new competition will contribute to the development of cross-sectional skills of doctoral students, and thus acquire competencies for work in science and research in the future and increase their success in submitting scientific projects to national and international competitions.

Keywords
Grant scheme, Project management, Doctoral study programmes, Research project, Competence at science and research

Mark

FSI-K-22-7757

Default language

English

People responsible

Ščerba Bořek, Ing. - principal person responsible
Adamec Tomáš, Ing. - fellow researcher

Units

Faculty of Mechanical Engineering
- responsible department (20.10.2021 - 18.2.2022)
Institute of Solid Mechanics, Mechatronics and Biomechanics
- responsible department (18.2.2022 - not assigned)
Institute of Solid Mechanics, Mechatronics and Biomechanics
- co-beneficiary (1.1.2022 - 31.12.2022)
Faculty of Mechanical Engineering
- beneficiary (1.1.2022 - 31.12.2022)

Results

ŠČERBA, B.; ADAMEC, T.; NÁVRAT, T.: Crack Length Calculator. URL: https://drive.google.com/file/d/1Qf1ZTm01KvNw9DNR8fPi4Zvo-ZGsf41S/view?usp=share_link. (Software)
Detail

ŠČERBA, B.; ADAMEC, T.; NÁVRAT, T. VALIDATION OF CRACK LENGTH MEASUREMENT METHOD WITH DIGITAL IMAGE CORRELATION FOR FATIGUE TESTS. In Proceedings of 38th Danubia-Adria Symposium on Advances in Experimental Mechanics. Poros: Greek Society of Experimental Mechanics of Materials, 2022. 2 p. ISBN: 978-618-86278-0-2.
Detail

Responsibility: Ščerba Bořek, Ing.