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dc.contributor.author | Irie, Bito | en_US |
dc.date.accessioned | 2009-09-16T18:16:54Z | |
dc.date.available | 2009-09-16T18:16:54Z | |
dc.date.issued | 2009-09-16T18:16:54Z | |
dc.date.submitted | January 2009 | en_US |
dc.identifier.other | DISS-10213 | en_US |
dc.identifier.uri | http://hdl.handle.net/10106/1664 | |
dc.description.abstract | In this thesis, properties of the input-output relationships of a tractor-semitrailer combination vehicle were analyzed. Predictive models of the system were identified using only input-output data collected separately but for the same portion of the road. A vehicle equipped with an inertial profiling system and a strain gauge instrumented truck were used to collect the input and output data, respectively. Input-output combinations such as single-input-single-output (SISO), multiple-input-single-output (MISO), and multiple-input-multiple-output (MIMO) representing the vehicle models were investigated using the polynomial and state-space black-box modeling (i.e., system identification) techniques. Comparisons among measured and k-steps ahead predicted outputs and residual analysis were used for model validation. These preliminary studies suggest that such a system, for prediction purposes, can be modeled using linear dynamic models based on only input-output data. Researchers and practitioners can use the study results to develop applications related to pavement-vehicle interaction. | en_US |
dc.description.sponsorship | Bredow, Jonathan W. | en_US |
dc.language.iso | EN | en_US |
dc.publisher | Electrical Engineering | en_US |
dc.title | Modeling An Instrumented (Tractor-semitrailer Combination) Vehicle: Using System Identification Methods | en_US |
dc.type | M.S. | en_US |
dc.contributor.committeeChair | Bredow, Jonathan W. | en_US |
dc.degree.department | Electrical Engineering | en_US |
dc.degree.discipline | Electrical Engineering | en_US |
dc.degree.grantor | University of Texas at Arlington | en_US |
dc.degree.level | masters | en_US |
dc.degree.name | M.S. | en_US |
dc.identifier.externalLink | http://www.uta.edu/ra/real/editprofile.php?onlyview=1&pid=225 | |
dc.identifier.externalLinkDescription | Link to Research Profiles | |
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