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Title
A Modeling and Controller Design for Continuous Electric Field Assisted Sintering System
Organization
Department: Measurement & Control Engineering
University: Idaho State University
College: Science & Engineering
Department: Measurement & Control Engineering 32
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City
Pocatello
Coverage
Unknown to Unknown
Creator
Kanan R. Chowdhury
Publisher
Idaho State University
Type
Thesis
Is Complete
No
Date Published
5/26/2023
Archive
digital
City: Pocatello
Degree
Master
Document Attachments
Abstracts
Advanced Manufacturing methods such as Continuous Electric Field Assisted Sintering (CEFAS) is a novel approach to create advanced materials. The CEFAS system has the prospect to become an indispensable technique in advanced manufacturing, however, it also presents challenges including the modeling and control of the process with the objective to achieve specific material properties. In this thesis, the problem of modeling and regulating the CEFAS system has been investigated. A first principle method-based model for the CEFAS/hot rolling system is introduced. Furthermore, experiments are outlined to develop data driven models. System identification tools are utilized to extract quality linear representations of the system using simulation data. Proven traditional control schemes are devised to provide optimal solutions to the considered models. Furthermore, the prospects and possibility of implementing deep reinforcement learning as an intelligent control solution to the problem is studied.
A Modeling and Controller Design for Continuous Electric Field Assisted Sintering System
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