TY - JOUR
T1 - Distributed/Hierarchical Control Architecture Design
AU - Tang, Wentao
AU - Daoutidis, Prodromos
N1 - Publisher Copyright:
© 2016
PY - 2017/7
Y1 - 2017/7
N2 - Distributed and/or hierarchical control strategies occupy a central role in controlling complex networks effectively. A systematic decomposition method for designing the corresponding architectures is currently lacking. In this paper, we propose a network theoretic method to design distributed/hierarchical control architectures. The system digraph is first simplified through unimportant edge removal and node agglomeration. The connected components of the simplified network form a subsystem in a distributed control architecture. For each subsystem, hierarchical input-output subnetworks are detected using the Pichai-Sezer-Siljak algorithm, thus generating a hierarchical architecture. The proposed method is illustrated through a reaction-separation process.
AB - Distributed and/or hierarchical control strategies occupy a central role in controlling complex networks effectively. A systematic decomposition method for designing the corresponding architectures is currently lacking. In this paper, we propose a network theoretic method to design distributed/hierarchical control architectures. The system digraph is first simplified through unimportant edge removal and node agglomeration. The connected components of the simplified network form a subsystem in a distributed control architecture. For each subsystem, hierarchical input-output subnetworks are detected using the Pichai-Sezer-Siljak algorithm, thus generating a hierarchical architecture. The proposed method is illustrated through a reaction-separation process.
KW - Control architecture design
KW - distributed control
KW - hierarhical control
UR - http://www.scopus.com/inward/record.url?scp=85044268838&partnerID=8YFLogxK
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U2 - 10.1016/j.ifacol.2017.08.2128
DO - 10.1016/j.ifacol.2017.08.2128
M3 - Article
AN - SCOPUS:85044268838
SN - 2405-8963
VL - 50
SP - 12015
EP - 12020
JO - 20th IFAC World Congress
JF - 20th IFAC World Congress
IS - 1
ER -