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Optimal experiment design in closed loop

Authors:Jansson Henrik, KTH, Sweden
Hjalmarsson Håkan, KTH, Sweden
Topic:1.1 Modelling, Identification & Signal Processing
Session:Input Design
Keywords: identification, experiment design, convexoptimization

Abstract

In this contribution we extend a recently developed framework foropen loop input design to closed loop experiment design. Morespecifically, for the very common situation of a fixed controllerduring the identification experiment, the framework is extended tothe design of an optimal reference signal spectrum and also to copewith closed loop signal constraints. In a further extension also theregulator is included in the experiment design leading to a verygeneral experiment design framework.