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RESEARCH PAPERS: Analytical and Experimental Techniques

Design of Experiments Using Uncertainty Information

[+] Author and Article Information
A. F. Emery, T. D. Fadale

Department of Mechanical Engineering, University of Washington, Seattle, WA 98195

J. Heat Transfer 118(3), 532-538 (Aug 01, 1996) (7 pages) doi:10.1115/1.2822664 History: Received August 01, 1995; Revised February 01, 1996; Online December 05, 2007

Abstract

The process of parameter estimation and the estimated parameters are affected not only by measurement noise, which is present during any experiment, but also by uncertainties in the parameters of the model used to describe the system. This paper describes a method to optimize the design of an experiment to deduce the maximum information during the inverse problem of parameter estimation in the presence of uncertainties in the model parameters. It is shown that accounting for these uncertainties affects the optimal locations of the sensors.

Copyright © 1996 by The American Society of Mechanical Engineers
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