열교환망 자동합성을 위한 새로운 방법

A new method for an automated synthesis of heat exchanger networks

  • 이규황 (포항공과대학교 화학공학과) ;
  • 김민석 (LG-EDS 시스템) ;
  • 이인범 (포항공과대학교 화학공학과) ;
  • 고홍철 (LG-Caltex 정유 중앙기술연구원)
  • 발행 : 1998.04.01

초록

Among process synthesis problems, the heat exchanger network (HEN) has been subjected to the most concentrated effort because this kind of problems was well defined for solving it and 20-30% energy savings could be realized in the present chemical processes. In this paper, we use an evolutionary approach for HEN synthesis because this approach can overcome the local optimum and combine some heuristic rules. The basic evolutionary approach is composed of three parts, that is, initialization step, growth step and mutation step, as in the simulated annealing and genetic algorithm. This algorithm uses the ecological rule that a better cell will live and worse cell should decompose after repeated generations. With this basic concept, a new procedure is developed and a more efficient method is proposed to generate initial solutions. Its effectiveness is shown using test examples.

키워드

참고문헌

  1. AIChE-Intern. Chem. Eng. Symp. Ser. v.4 Mathematical formulation and optimization of heat exchanger networks using separable programming C. S. Hwa
  2. Chem. Eng. Sci. v.38 no.5 The pinch design method for the heat exchanger networks B. Linnhoff;E. Hindmarsh
  3. Chem. Eng. Prog. v.90 no.8 Use pinch analysis to knock down capital costs and emissions B. Linnhoff
  4. Chem. Eng. Sci. v.38 Synthesizing heat exchanger networks having restricted stream/stream matches using transportation problem formulations J. Cerda;A. W. Westerburg
  5. Ind. Eng. Chem. Res. v.29 no.2 A mixed integer nonlinear programming model for retrofitting heat-exchanger networks A. R. Ciric;C. A. Floudas
  6. Ind. Eng. Chem. Res. v.30 no.1 A screening and optimization approach for the retrofit of heat-exchanger networks T. F. Yee;I. E. Grossmann
  7. AIChE Journal v.35 no.10 Process optimization via simulated annealing Application to network design W. B. Dolan;P. T. Cummings;M. D. Le Van
  8. Science v.220 Optimization by simulated annealing S. Kirkpatrick;C. D. Gelatt;M. P. Vechhi
  9. Computers Chem Engng. v.15 no.4 A genetic algoritmic framework for process design and optimization I. P. Androulakis;V. Venkatasubramaian
  10. Chem. Eng. Sci. v.46 no.7 Diverse pinch concept for heat exchange network synthesis: the case of different heat transfer conditions E. Rev;Z. Fonyo
  11. Chem. Eng. Sci. v.44 no.5 The use of minimum flux instead of minimum approach temperature as a design specification for heat exchanger networks D. M. Fraser
  12. Computers Chem Engng. v.19 no.2 A new method for heat exchanger network synthesis using area targeting procedures X. X. Zhu;B. K. O'Neill;J. R. Roach;R. M. Wood
  13. Computers Chem Engng. v.21 no.8 Cost targeting for HEN through simultaneous optimization approach : a unified pinch technology and mathematical programming design of large HEN Z. Kravanja;P. Glavic
  14. Philips J. Res. v.40 Statistical cooling : a general approach to combinatorial optimization problems Aarts E. H. L.;P. J. M. van Laarhoven
  15. AIChE Journal v.19 no.6 Topics in computeradied design : part Ⅱ.Synthesis of optimal heat exchanger networks by tree searching algorithm T. K. Pho;L. Lapidus
  16. Chem. Eng. Sci. v.29 A fast method for the sysnthesis of optimal heat exchanger networks J. W. Ponton;R. A. B. Donaldson
  17. Thesis of Doctor, Purdue Univ. Optimal synthesis of flexible heat exchanger networks I.-B. Lee
  18. Computers Chem Engng. v.14 no.7 Cost optimal heat exchanger networks-1. Minimum energy and capital using simple models for capital cost B. Linnhoff;S. Ahmad
  19. Computers Chem Engng. v.14 no.7 Cost optimal heat exchanger networks-2. Targets and design for detailed capital-cost models S. Ahmad;B. Linnhoff
  20. Chem. Eng. Prog. v.87 no.9 A new option for the heat exchanger networks design R. M. Wood;Suaysompol;B. K. O'Neill;J. R. Roach;K. K. Trivedi