Date of Award
3-2022
Document Type
Thesis
Degree Name
Master of Science
Department
Department of Systems Engineering and Management
First Advisor
Eric G. Mbonimpa, PhD
Abstract
This thesis aims to contribute to the future development of this technology by providing an in-depth literature review of how this technology physically operates and can be numerically modeled. Additionally, this thesis reviews literature of machine learning models that have been applied to gasification to make accurate predictions regarding the system. Finally, this thesis provides a framework of how to numerically model an experimental plasma gasification reactor in order to inform a variety of machine learning models.
AFIT Designator
AFIT-ENV-MS-22-M-261
DTIC Accession Number
AD1174728
Recommended Citation
Sedej, Owen D., "Application of Machine Learning Models with Numerical Simulations of an Experimental Microwave Induced Plasma Gasification Reactor" (2022). Theses and Dissertations. 5424.
https://scholar.afit.edu/etd/5424