Application-Oriented Input Design in System Identification: Optimal Input Design for Control [Applications of Control]

Model-based control design plays a key role in today's industrial practice, and industry demands cuttingedge methods for identifying the necessary models. However, additional tools are needed to handle the increasingly stringent conditions on cost and performance related to identifying the mode...

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Bibliographic Details
Published in:IEEE control systems 2017-04, Vol.37 (2), p.31-56
Main Authors: Annergren, Mariette, Larsson, Christian A., Hjalmarsson, Hakan, Bombois, Xavier, Wahlberg, Bo
Format: Magazinearticle
Language:English
Subjects:
Control design
Electric power
Engineering Sciences
Identification methods
Robust control
Robustness
Stochastic processes
Storage tanks
System identification
Uncertainty
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Description
Summary:Model-based control design plays a key role in today's industrial practice, and industry demands cuttingedge methods for identifying the necessary models. However, additional tools are needed to handle the increasingly stringent conditions on cost and performance related to identifying the models.
ISSN:1066-033X
1941-000X
DOI:10.1109/MCS.2016.2643243