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Model Predictive Control for a Multicompartment Respiratory System | IEEE Journals & Magazine | IEEE Xplore

Model Predictive Control for a Multicompartment Respiratory System


Abstract:

In this brief, we develop a model predictive controller for a multicompartment respiratory system. Specifically, for a given periodic reference volume pattern, we design ...Show More

Abstract:

In this brief, we develop a model predictive controller for a multicompartment respiratory system. Specifically, for a given periodic reference volume pattern, we design a tracking controller using a framework that merges repetitive control and model predictive control. In particular, the periodic multicompartment model is transformed into a lifted run-to-run invariant model, and a model predictive controller with nonnegative control input constraints is designed. The proposed tracking control framework is applied to a two-compartment lung mechanics model to demonstrate the efficacy of the proposed approach.
Published in: IEEE Transactions on Control Systems Technology ( Volume: 21, Issue: 5, September 2013)
Page(s): 1988 - 1995
Date of Publication: 05 September 2012

ISSN Information:


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