Selection of Outputs for Distributed Parameter Systems

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Measurement Selection for DPS by Identifiability Analysis in the Time-scale Domain

ISBN: 3659526584
ISBN 13: 9783659526589
Autor: Teergele, Jane/Danai, Kourosh
Verlag: LAP LAMBERT Academic Publishing
Umfang: 64 S.
Erscheinungsdatum: 27.05.2018
Auflage: 1/2018
Format: 0.5 x 22 x 15
Gewicht: 113 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 5206599 Kategorie:

Beschreibung

A method of sensor location selection is introduced for distributed parameter systems. In this method, the sensitivities of spatial outputs to model parameters are computed by a model and transformed via continuous wavelet transforms into the time-scale domain to characterize the shape attributes of output sensitivities and accentuate their dierences. Regions are then sought in the time-scale plane wherein the wavelet coecient of an output-sensitivity surpasses all the others as indication of the output sensitivitys uniqueness. This method yields a comprehensive account of identifiability each output provides for the model parameters as the basis of output selection. This output selection strategy is evaluated for a numerical case of pollutant dispersion by advection and discussion in a two-dimensional area.

Autorenporträt

Jane Teergele was a graduate student in Mechanical and Industrial Engineering department of University of Massachusetts Amherst. She earned her bachelor's degree from Beijing Institute of Technology. Her studies mainly focus on mechanical/mechatronic design, measurement selection, and system identification.

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