Title :
Experiment design for ratio estimates
Author :
Spinhirne, Renee M. ; Vincent, Tyrone L.
Author_Institution :
Div. of Eng., Colorado Sch. of Mines, Golden, CO
Abstract :
The problem of input design is considered for the following case: it is desired to identify a multi-input multi-output system such that particular ratios of model parameters are estimated well. In addition, the experiment must satisfy constraints on ratios of system outputs. A method is developed to determine an appropriate input sequence that involves the solution of a convex optimization problem
Keywords :
MIMO systems; design of experiments; optimisation; parameter estimation; constraint satisfaction; convex optimization problem; experiment design; model parameters; multiinput multioutput system; ratio estimates; Composite materials; Indium; Optimization methods; Parameter estimation; Photovoltaic systems; Solar power generation; Substrates; System identification; Temperature; Thickness measurement;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1657542
