Smart crack monitoring system leveraging NDE datasets (Conference Presentation)

Sarah Malik; Antonios Kontsos

doi:10.1117/12.2658000

25 April 2023 Smart crack monitoring system leveraging NDE datasets (Conference Presentation)

Sarah Malik, Antonios Kontsos

Proceedings Volume 12489, NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The Digital Transformation of NDE; 124890B (2023) https://doi.org/10.1117/12.2658000
Event: SPIE Smart Structures + Nondestructive Evaluation, 2023, Long Beach, California, United States

Abstract

Industry 4.0 is based on digitization, information crosslinking and networks. In this investigation an Industrial Internet of Things (IIoT) architecture developed by the authors is used in conjunction with NDE datasets for near real-time diagnostics of crack initiation. Acoustic Emission datasets were acquired using aerospace-grade aluminum alloy and were subsequently used in the IIoT system, which is capable of Edge, Fog, and Cloud computing. The main innovation of this approach is a combination of hardware, computing and Machine Learning analysis proves to be advantageous in implementing a data structure that can successfully flag the incubation and subsequent initiation of fracture.

Conference Presentation

Citation Download Citation

Sarah Malik and Antonios Kontsos "Smart crack monitoring system leveraging NDE datasets (Conference Presentation)", Proc. SPIE 12489, NDE 4.0, Predictive Maintenance, Communication, and Energy Systems: The Digital Transformation of NDE, 124890B (25 April 2023); https://doi.org/10.1117/12.2658000

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available