Enhanced superstructure optimization for heat exchanger network synthesis using deterministic approach

被引:5
|
作者
Yang, Zekun [1 ]
Zhang, Nan [1 ]
Smith, Robin [1 ]
机构
[1] Univ Manchester, Ctr Proc Integrat, Dept Chem Engn & Analyt Sci, Manchester, England
来源
FRONTIERS IN SUSTAINABILITY | 2022年 / 3卷
关键词
heat exchanger network synthesis; deterministic approach; optimization; process synthesis; mathematical programming; STAGE-WISE SUPERSTRUCTURE; GLOBAL OPTIMIZATION; STRATEGY; ALGORITHM; MODELS; INTEGRATION; EVOLUTION; SPLITS;
D O I
10.3389/frsus.2022.976717
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Heat Exchanger Network (HEN) synthesis is primarily formulated as a mixed integer non-linear programming (MINLP) problem based on method of stage-wise superstructure (SWS). Approaches to obtain an optimal HEN configuration can adopt deterministic algorithms. But, as a large scale problem, it is difficult to solve due to the complexities arisen from nonlinearities of SWS. To overcome the model nonlinearities, stochastic algorithms and meta-heuristic approaches have been proposed in the literature to tackle the problem. However, it reaches a near-optimal HEN configuration from a series of stochastic solutions, which are obtained by the execution of many computational procedures with extensive time resource, and a global optimum will not be guaranteed from only randomly generated results. In this paper, an enhanced SWS approach is proposed, in which new temperature and heat duty constraints are updated to reduce the redundant combinations and avoid conflicted calculation of non-isothermal mixing energy balance. The present model is also extended to allow flexible stream splitting for practical applications. Then, a deterministic-based global solver (GAMS/BARON) is applied in solving three case studies. The results show that the proposed approach can provide cost-efficient HEN solutions with lower TAC than using existing stochastic and deterministic algorithms.
引用
收藏
页数:19
相关论文
共 50 条
  • [1] Heat Exchanger Network Retrofit Using the Reduced Superstructure Synthesis Approach
    Isafiade A.J.
    Process Integration and Optimization for Sustainability, 2018, 2 (03) : 205 - 219
  • [2] Optimization of a heat exchanger network superstructure using nonlinear programming
    Morton, W
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART E-JOURNAL OF PROCESS MECHANICAL ENGINEERING, 2002, 216 (E2) : 89 - 104
  • [3] STUDY ON THE SIMULTANEOUS OPTIMIZATION SUPERSTRUCTURE MODEL FOR HEAT EXCHANGER NETWORK SYNTHESIS
    李志红
    华贲
    华南理工大学学报(自然科学版), 1999, (04) : 122 - 126
  • [4] Superstructure Optimization in Heat Exchanger Network (HEN) Synthesis Using Modular Simulators and a Genetic Algorithm Framework
    Lotfi, Roghayeh
    Boozarjomehry, Ramin B.
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2010, 49 (10) : 4731 - 4737
  • [5] Synthesis of Heat-Integrated Water Networks Using a Modified Heat Exchanger Network Superstructure
    Ibric, Nidret
    Ahmetovic, Elvis
    Nemet, Andreja
    Kravanja, Zdravko
    Grossmann, Ignacio E.
    ENERGIES, 2022, 15 (09)
  • [6] Unified Heat Exchanger Network Synthesis via a Stageless Superstructure
    Nair, Sajitha K.
    Karimi, Iftekhar A.
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2019, 58 (15) : 5984 - 6001
  • [7] Improvement on the Simultaneous Optimization Approach for Heat Exchanger Network Synthesis
    Li, Guoqing
    Luo, Yushu
    Xia, Yong
    Hua, Ben
    INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, 2012, 51 (18) : 6455 - 6460
  • [8] Process integration and superstructure optimization of Organic Rankine Cycles (ORCs) with heat exchanger network synthesis
    Yu, Haoshui
    Eason, John
    Biegler, Lorenz T.
    Feng, Xiao
    COMPUTERS & CHEMICAL ENGINEERING, 2017, 107 : 257 - 270
  • [9] Heat exchanger network synthesis using a stagewise superstructure with non-isothermal mixing
    Huang, Ke Feng
    Al-mutairi, Eid M.
    Karimi, I. A.
    CHEMICAL ENGINEERING SCIENCE, 2012, 73 : 30 - 43
  • [10] A simultaneous approach for the synthesis of multiperiod heat exchanger network using particle swarm optimization
    Silva, Gercio P.
    Miranda, Camila B.
    Carvalho, Esdras P.
    Ravagnani, Mauro A. S. S.
    CANADIAN JOURNAL OF CHEMICAL ENGINEERING, 2018, 96 (05): : 1142 - 1155