Uncertainty and Confidence Intervals of the Monte Carlo Ray-Trace Method in Radiation Heat Transfer

dc.contributor.authorSanchez, Maria Cristinaen
dc.contributor.committeechairMahan, James Roberten
dc.contributor.committeememberDay, Martin V.en
dc.contributor.committeememberPriestley, Kory J.en
dc.contributor.committeememberThole, Karen A.en
dc.contributor.committeememberScott, Elaine P.en
dc.contributor.departmentMechanical Engineeringen
dc.date.accessioned2014-03-14T20:19:52Zen
dc.date.adate2002-12-13en
dc.date.available2014-03-14T20:19:52Zen
dc.date.issued2002-11-15en
dc.date.rdate2003-12-13en
dc.date.sdate2002-12-06en
dc.description.abstractThe primary objective of the work reported here is to develop a methodology to predict the uncertainty associated with radiation heat transfer problems solved using the Monte Carlo ray-trace method (MCRT). Four equations are developed to predict the uncertainty of the distribution factor from one surface to another, the global uncertainty of all the distribution factors in an enclosure, the uncertainty of the net heat flux from a surface, and the global uncertainty of the net heat flux from all the surfaces in an enclosure, respectively. Numerical experiments are performed to successfully validate these equations and to study the impact of various parameters such as the number of surfaces in an enclosure, the number of energy bundles traced in the MCRT model, the fractional uncertainty of emissivity and temperature, and the temperature distribution in the enclosure. Finally, the methodology is successfully applied to a detailed MCRT model of a CERES-like radiometer.en
dc.description.degreePh. D.en
dc.identifier.otheretd-12062002-211117en
dc.identifier.sourceurlhttp://scholar.lib.vt.edu/theses/available/etd-12062002-211117/en
dc.identifier.urihttp://hdl.handle.net/10919/29956en
dc.publisherVirginia Techen
dc.relation.haspartch5.pdfen
dc.relation.haspartch2.pdfen
dc.relation.haspartch1.pdfen
dc.relation.haspartch3.pdfen
dc.relation.haspartch4.pdfen
dc.relation.hasparttitle.pdfen
dc.relation.haspartreferences.pdfen
dc.relation.haspartvita.pdfen
dc.relation.haspartch6.pdfen
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectMonte Carlo ray-trace methoden
dc.subjectthermal radiationen
dc.subjectuncertainty analysisen
dc.titleUncertainty and Confidence Intervals of the Monte Carlo Ray-Trace Method in Radiation Heat Transferen
dc.typeDissertationen
thesis.degree.disciplineMechanical Engineeringen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.leveldoctoralen
thesis.degree.namePh. D.en

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