A scattered data approximation tool to map carbon nanotube dispersion to the processing parameters in polymer nanocomposites

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dc.contributor.advisorBarrera, Enrique V.
dc.creatorLee, Jonathan W.
dc.date.accessioned2011-07-25T01:39:19Z
dc.date.available2011-07-25T01:39:19Z
dc.date.issued2009
dc.description.abstractThe relationship of nanocomposite dispersion was studied with the variation of dispersion techniques and other processing parameters. Examining all permutations of the various factors in the laboratory is a challenging task. In this thesis, we propose to map a correlation between inputs and output via a self-adaptive scattered data approximation method. The proposed greedy algorithm, Sequential Function Approximation (SFA), reveals the multidimensional behavior of the system, provides the sensitivity of each input, and presents the combination of inputs that is most suitable for a specific output. In this research, we have collected data from various research institutions and applied it to SFA. The results show that CNT weight percent, sonication time, CNT modification, and high shear mixing time are key factors that affect the dispersion. This thesis discusses SFA, the data, and the results in detail. This work serves as a proof of concept and recommended future work is discussed.
dc.format.mimetypeapplication/pdf
dc.identifier.callnoTHESIS M.E. 2009 LEE
dc.identifier.citationLee, Jonathan W.. "A scattered data approximation tool to map carbon nanotube dispersion to the processing parameters in polymer nanocomposites." (2009) Master’s Thesis, Rice University. <a href="https://hdl.handle.net/1911/61905">https://hdl.handle.net/1911/61905</a>.
dc.identifier.urihttps://hdl.handle.net/1911/61905
dc.language.isoeng
dc.rightsCopyright is held by the author, unless otherwise indicated. Permission to reuse, publish, or reproduce the work beyond the bounds of fair use or other exemptions to copyright law must be obtained from the copyright holder.
dc.subjectMechanical engineering
dc.subjectEngineering
dc.subjectMaterials science
dc.subjectComputer science
dc.titleA scattered data approximation tool to map carbon nanotube dispersion to the processing parameters in polymer nanocomposites
dc.typeThesis
dc.type.materialText
thesis.degree.departmentMechanical Engineering
thesis.degree.disciplineEngineering
thesis.degree.grantorRice University
thesis.degree.levelMasters
thesis.degree.nameMaster of Science
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