Global Superstructure Optimization for the Design of Integrated Process Water Networks

被引:164
|
作者
Ahmetovic, Elvis [2 ]
Grossmann, Ignacio E. [1 ]
机构
[1] Carnegie Mellon Univ, Dept Chem Engn, Pittsburgh, PA 15213 USA
[2] Univ Tuzla, Dept Proc Engn, Fac Technol, Tuzla 75000, Bosnia & Herceg
基金
美国安德鲁·梅隆基金会;
关键词
integrated water networks; superstructure optimization; nonconvex NLP and MINLP model; MASS-EXCHANGE NETWORKS; IN-PROCESS PLANTS; SYSTEMS; REUSE; MINIMIZATION; OPTIMALITY;
D O I
10.1002/aic.12276
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
We propose a general superstructure and a model for the global optimization for integrated process water networks. The superstructure consists of multiple sources of water, water-using processes, wastewater treatment, and pre-treatment operations. Unique features are that all feasible interconnections are considered between them and multiple sources of water can be used. The proposed model is formulated as a nonlinear programing (NLP) and as a mixed integer nonlinear programing (MINLP) problem for the case when 0-1 variables are included for the cost of piping and to establish optimal trade-offs between cost and network complexity. To effectively solve the NLP and MINLP models to global optimality we propose tight bounds on the variables, which are expressed as general equations. We also incorporate the cut proposed by Karuppiah and Grossmann to significantly improve the strength of the lower bound for the global optimum. The proposed model is tested on several examples. (C) 2010 American Institute of Chemical Engineers AIChE J, 57: 434-457, 2011
引用
收藏
页码:434 / 457
页数:24
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