Northwestern University

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Deep Learning Metrology in Industrial 4.0

Description:

In recent years, we have seen the embryo of Industry 4.0 which has been promoting manufacturing processes towards the future with better efficiency, higher accuracy and better reliability. However, manufacturing precision has been restricted by the precision of metrology and material characterization. In other words, one can only manufacture parts...

Keyword:

Digital Image Correlation, Metrology, Industry 4.0, Photometric Stereo, and Deep Learning

Subject:

Mechanical engineering

Creator:

Yang, Ru

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

08/23/2023

Date Created:

2023-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:16719 and etdadmin_upload_1012433