Control‐relevant decomposition of process networks via optimization‐based hierarchical clustering

[1]  Panagiotis D. Christofides,et al.  Distributed model predictive control: A tutorial review and future research directions , 2013, Comput. Chem. Eng..

[2]  Sigurd Skogestad,et al.  Plantwide control: the search for the self-optimizing control structure , 2000 .

[3]  B. Wellman Computer Networks As Social Networks , 2001, Science.

[4]  Marc M. J. van de Wal,et al.  A review of methods for input/output selection , 2001, Autom..

[5]  B. Jaumard,et al.  Efficient algorithms for divisive hierarchical clustering with the diameter criterion , 1990 .

[6]  Anil K. Jain Data clustering: 50 years beyond K-means , 2010, Pattern Recognit. Lett..

[7]  Michael Baldea,et al.  Dynamics and control of chemical process networks: Integrating physics, communication and computation , 2013, Comput. Chem. Eng..

[8]  Brian W. Kernighan,et al.  An efficient heuristic procedure for partitioning graphs , 1970, Bell Syst. Tech. J..

[9]  George Stephanopoulos,et al.  Synthesis of control systems for chemical plants , 1996 .

[10]  William L. Luyben,et al.  Plantwide control design procedure , 1997 .

[11]  Elling W. Jacobsen,et al.  Performance limitations in decentralized control , 2000 .

[12]  Jie Bao,et al.  Distributed model predictive control based on dissipativity , 2013 .

[13]  Lorenz T. Biegler,et al.  Synthesis of optimal chemical reactor networks with simultaneous mass integration , 1996 .

[14]  Ignacio E. Grossmann,et al.  Simultaneous optimization models for heat integration—I. Area and energy targeting and modeling of multi-stream exchangers , 1990 .

[15]  A. D. Gordon A Review of Hierarchical Classification , 1987 .

[16]  Costas Kravaris,et al.  Plant-wide control structure selection methodology based on economics , 2013, Comput. Chem. Eng..

[17]  Prodromos Daoutidis,et al.  Automated synthesis of control configurations for process networks based on structural coupling , 2015 .

[18]  Prodromos Daoutidis,et al.  Structural evaluation of control configurations for multivariable nonlinear processes , 1992 .

[19]  N. El‐Farra,et al.  Robust Quasi-Decentralized Control of Uncertain Process Networks , 2014 .

[20]  Marcello Farina,et al.  Distributed predictive control: A non-cooperative algorithm with neighbor-to-neighbor communication for linear systems , 2012, Autom..

[21]  J. D. Perkins,et al.  Process control structure selection based on economics , 2000 .

[22]  Santo Fortunato,et al.  Community detection in graphs , 2009, ArXiv.

[23]  Michael Baldea,et al.  Dynamic considerations in the synthesis of self-optimizing control structures , 2008 .

[24]  Prodromos Daoutidis,et al.  Design and control of energy integrated SOFC systems for in situ hydrogen production and power generation , 2011, Comput. Chem. Eng..

[25]  Dale E. Seborg,et al.  Relative gain array analysis for uncertain process models , 2002 .

[26]  Vasilios Manousiouthakis,et al.  Synthesis of decentralized process control structures using the concept of block relative gain , 1986 .

[27]  Gade Pandu Rangaiah,et al.  Plantwide control : recent developments and applications , 2012 .

[28]  Vinay Kariwala,et al.  Fundamental limitation on achievable decentralized performance , 2007, Autom..

[29]  Prodromos Daoutidis,et al.  Input/output hierarchical clustering in process networks based on relative degrees , 2015, 2015 American Control Conference (ACC).

[30]  Panagiotis D. Christofides,et al.  Selection of control configurations for economic model predictive control systems , 2014 .

[31]  J. Fraser Forbes,et al.  Block Relative Gain: Properties and Pairing Rules , 2003 .

[32]  C. Floudas Global optimization in design and control of chemical process systems , 1998 .

[33]  Ernst Dieter Gilles Network Theory for Chemical Processes , 1998 .

[34]  Anil K. Jain,et al.  Data clustering: a review , 1999, CSUR.

[35]  S. C. Johnson Hierarchical clustering schemes , 1967, Psychometrika.

[36]  C. Georgakis,et al.  Plantwide regulatory control design procedure using a tiered framework , 1993 .

[37]  Katalin M. Hangos,et al.  Decentralised controller structure design and retrofit of process systems based on graph theory , 2011, Int. J. Syst. Sci..

[38]  Arthur Westerberg,et al.  A retrospective on design and process synthesis , 2004, Comput. Chem. Eng..

[39]  E. Barnes An algorithm for partitioning the nodes of a graph , 1981, 1981 20th IEEE Conference on Decision and Control including the Symposium on Adaptive Processes.

[40]  M E J Newman,et al.  Community structure in social and biological networks , 2001, Proceedings of the National Academy of Sciences of the United States of America.