Reduction of complex energy-integrated process networks using graph theory

被引:10
作者
Jogwar, Sujit S. [1 ]
Rangarajan, Srinivas [2 ]
Daoutidis, Prodromos [2 ]
机构
[1] Inst Chem Technol, Dept Chem Engn, Bombay 400019, Maharashtra, India
[2] Univ Minnesota, Dept Chem Engn & Mat Sci, Minneapolis, MN 55455 USA
基金
美国国家科学基金会;
关键词
Graph theory; Hierarchical control; Integrated plant control; MODEL-PREDICTIVE CONTROL; PASSIVITY-BASED CONTROL; PLANT-WIDE CONTROL; PROCESS SYSTEMS; SINGULAR PERTURBATIONS; TIME SCALES; LINEAR-SYSTEMS; DYNAMICS; RECYCLE; DESIGN;
D O I
10.1016/j.compchemeng.2015.04.025
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper focuses on the analysis of complex (multi-loop) energy-integrated process networks. Simple (single-loop) energy-integrated networks (comprising of large energy recycle or throughput) with two-time scale dynamics are the building blocks for such complex networks. The modular structure of these complex networks lends them to a graph theoretic analysis, whereby weak and strong connections between process units arising from time scale separation are identified from structural information. Subsequently, a graph-theoretic framework for network analysis and control is developed, and connecting links are built to an equivalent analysis using singular perturbations. The proposed analysis framework is illustrated via application to a representative complex process network. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:46 / 58
页数:13
相关论文
共 44 条
[1]  
[Anonymous], MIT ELECT ENG COMPUT
[2]   Dynamics and control of chemical process networks: Integrating physics, communication and computation [J].
Baldea, Michael ;
El-Farra, Nael H. ;
Ydstie, B. Erik .
COMPUTERS & CHEMICAL ENGINEERING, 2013, 51 :42-54
[3]  
Chung F. R., 1997, Spectral Graph Theory, V92
[4]   STABILITY OF NONLINEAR-SYSTEMS WITH 3 TIME SCALES [J].
DESOER, CA ;
SHAHRUZ, SM .
CIRCUITS SYSTEMS AND SIGNAL PROCESSING, 1986, 5 (04) :449-464
[5]   Singular perturbations in control problems [J].
Dmitriev, MG ;
Kurina, GA .
AUTOMATION AND REMOTE CONTROL, 2006, 67 (01) :1-43
[6]   An introduction to interconnection and damping assignment passivity-based control in process engineering [J].
Doerfler, Florian ;
Johnsen, Jorgen K. ;
Allgoewer, Frank .
JOURNAL OF PROCESS CONTROL, 2009, 19 (09) :1413-1426
[7]  
Dorr H., 1995, Efficient Graph Rewriting and Its Implementation
[8]  
Ehrenfeucht A., 1973, CUCS02473
[9]   Fault-tolerant control of process systems using communication networks [J].
El-Farra, NH ;
Gani, A ;
Christofides, PD .
AICHE JOURNAL, 2005, 51 (06) :1665-1682