On Methodology for Verification, Validation and Uncertainty Quantification in Power Electronic Converters Modeling

dc.contributor.authorRashidi Mehrabadi, Niloofaren
dc.contributor.committeechairBoroyevich, Dushanen
dc.contributor.committeechairBurgos, Rolandoen
dc.contributor.committeememberRoy, Christopher J.en
dc.contributor.departmentElectrical and Computer Engineeringen
dc.date.accessioned2014-09-19T08:00:29Zen
dc.date.available2014-09-19T08:00:29Zen
dc.date.issued2014-09-18en
dc.description.abstractThis thesis provides insight into quantitative accuracy assessment of the modeling and simulation of power electronic converters. Verification, Validation, and Uncertainty quantification (VVandUQ) provides a means to quantify the disagreement between computational simulation results and experimental results in order to have quantitative comparisons instead of qualitative comparisons. Due to the broad applications of modeling and simulation in power electronics, VVandUQ is used to evaluate the credibility of modeling and simulation results. The topic of VVandUQ needs to be studied exclusively for power electronic converters. To carry out this work, the formal procedure for VVandUQ of power electronic converters is presented. The definition of the fundamental words in the proposed framework is also provided. The accuracy of the switching model of a three-phase Voltage Source Inverter (VSI) is quantitatively assessed following the proposed procedure. Accordingly, this thesis describes the hardware design and development of the switching model of the three-phase VSI.en
dc.description.degreeMaster of Scienceen
dc.format.mediumETDen
dc.identifier.othervt_gsexam:3559en
dc.identifier.urihttp://hdl.handle.net/10919/50524en
dc.publisherVirginia Techen
dc.rightsIn Copyrighten
dc.rights.urihttp://rightsstatements.org/vocab/InC/1.0/en
dc.subjectpower electronic convertersen
dc.subjectUncertainty Quantification (UQ)en
dc.subjectmodeling and simulationen
dc.titleOn Methodology for Verification, Validation and Uncertainty Quantification in Power Electronic Converters Modelingen
dc.typeThesisen
thesis.degree.disciplineElectrical Engineeringen
thesis.degree.grantorVirginia Polytechnic Institute and State Universityen
thesis.degree.levelmastersen
thesis.degree.nameMaster of Scienceen

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