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Physics-Informed Data-Driven Prediction and Design in Advanced Manufacturing Processes

Description:

Manufacturing processes are known for their intricacies in changing material shapes and properties. New generations of manufacturing technologies, known as flexible manufacturing, are moving toward design freedom, which allows producing parts with optimized geometries and high customizations at an affordable cost even for low-volume productions. Two prominent flexible manufacturing processes...

Keyword:

Neural Network, Reinforcement Learning, Manufacturing, Additive Manufacturing, and Artificial Intelligence

Subject:

Computational physics, Mechanical engineering, and Computer science

Creator:

Mozaffar, Mojtaba

Owner:

Scholarly Digital Publishing

Language:

en

Date Uploaded:

10/07/2021

Date Created:

2021-01-01

Resource Type:

Dissertation

Alternate Identifier:

http://dissertations.umi.com/northwestern:15685 and etdadmin_upload_839531
Fundamentals and Applications of Electrically-assisted Microrolling

Description:

In this presented study, rolling in micro scale level, termed as microrolling, has been advanced and extended its application to surface texturing and roll bonding. Meanwhile, continuous direct current (DC) is introduced to the processes to establish two new microrolling processes: the Electrically-assisted Roll Bonding (EARB) and the Electrically-assisted Microrolling-based...

Keyword:

Roll Bonding, Joule Heating Modeling, Electrically-assisted Process, Rolling, Surface Texturing, and Manufacturing

Subject:

Mechanical Engineering

Creator:

Man-Kwan Ng

Owner:

Scholarly Digital Publishing

Date Uploaded:

10/26/2018

Date Modified:

10/26/2018

Date Created:

2017-01-01

Resource Type:

Dissertation

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