Abstract:
In this paper, a divisive hierarchical clustering method is proposed to address the problem of pairing of manipulated inputs and controlled outputs. Specifically, an inte...Show MoreMetadata
Abstract:
In this paper, a divisive hierarchical clustering method is proposed to address the problem of pairing of manipulated inputs and controlled outputs. Specifically, an integer nonlinear optimization problem is formulated to identify groups of inputs and outputs with strong structural coupling quantified by relative degrees. This optimization problem can be solved in a hierarchical manner to generate a hierarchy of block decentralized control configurations. The application of the method is illustrated through a case study on an example chemical process network.
Published in: 2015 American Control Conference (ACC)
Date of Conference: 01-03 July 2015
Date Added to IEEE Xplore: 30 July 2015
ISBN Information: