Decentralized Model Predictive Control for Networks of Linear Systems with Coupling Delay

Decentralized Model Predictive Control for Networks of Linear Systems with Coupling Delay

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Article ID: iaor2014743
Volume: 161
Issue: 3
Start Page Number: 933
End Page Number: 950
Publication Date: Jun 2014
Journal: Journal of Optimization Theory and Applications
Authors: ,
Keywords: control, programming: network, programming: linear
Abstract:

This paper presents a new dissipativity‐based decentralized model predictive control strategy for networks of linear systems suffering from a bounded coupling delay. The notion of delay‐robust dissipativity is introduced and applied to the development of interconnection stability conditions. The dissipation inequality of system trajectories is converted into a prognostic stability constraint for the optimization problem of model predictive control to guarantee the system stability. A recursive feasibility condition is derived for the constrained optimization problem, which is formulated in a semi‐definite program. A numerical example of an interconnected three‐unit process system is provided for illustrations.

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