Reference
A. Riccardi, L. Laurenti, and B. De Schutter, "A generalized partitioning
strategy for distributed control,"
Proceedings of the 63rd
IEEE Conference on Decision and Control, Milan, Italy, pp. 6134-6141,
Dec. 2024.
Abstract
The partitioning problem is a key problem for distributed control techniques.
The problem consists in the definition of the subnetworks of a dynamical system
that can be considered as individual control agents in the distributed control
approach. Despite its relevance and the different approaches proposed in the
literature, no generalized technique to perform the partitioning of a network
of dynamical systems is present yet. In this article, we introduce a general
approach to partitioning for distributed control. This approach is composed by
an algorithmic part selecting elementary subnetworks, and by an integer
program, which aggregates the elementary components according to a global
index. We empirically evaluated our approach on a distributed predictive
control problem in the context of power systems, obtaining promising
performances in terms of reduction of computation speed and resource cost,
while retaining a good level of performance.
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BibTeX
@inproceedings{RicLau:24-022,
author = {Riccardi, Alessandro and Laurenti, Luca and De Schutter, Bart},
title = {A Generalized Partitioning Strategy for Distributed Control},
booktitle = {Proceedings of the 63rd IEEE Conference on Decision and
Control},
address = {Milan, Italy},
pages = {6134--6141},
month = dec,
year = {2024}
}