Multi-period steam turbine network optimisation. Part I: Simulation based regression models and an evolutionary algorithm for finding D-optimal designs

Applied Thermal Engineering

Volumn 26, Issue 10, 2006, Pages 993-1000

  Tveit, Tor Martin ^a   Fogelholm, Carl Johan ^a  

^a AALTO UNIVERSITY   (Finland)

Author keywords

D optimal design; Multi period optimisation; Steam turbine network

Indexed keywords

EVOLUTIONARY ALGORITHMS; OPTIMIZATION; REGRESSION ANALYSIS; THERMODYNAMICS;

MULTI-PERIOD OPTIMIZATION; STEAM TURBINE NETWORKS; THERMAL ENERGY;

STEAM TURBINES;

EID: 33644593693     PISSN: 13594311     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.applthermaleng.2005.10.025     Document Type: Article

References (30)

1. T.-M. Tveit A methodology for improving large scale thermal energy systems Applied Thermal Engineering 24 2004 515 524
2. T.-M. Tveit Experimental design methods and flowsheet synthesis of energy systems Applied Thermal Engineering 25 2005 283 293
3. M. Nishio, J. Itoh, K. Shiroko, and T. Umeda A thermodynamic approach to steam power system design Industrial & Engineering Chemistry Process Design and Development 19 2 1980 306 312
4. C.C. Chou, and Y.S. Shih A thermodynamic approach to the design and synthesis of plant utility systems Industrial and Engineering Chemistry Research 26 6 1987 1100 1108
5. L.T. Biegler, and I.E. Grossmann Retrospective on optimization Computers & Chemical Engineering 28 8 2004 1169 1192
6. J. Manninen, and X.X. Zhu Thermodynamic analysis and mathematical optimisation of power plants Computers & Chemical Engineering 22 1998 S537 S544
7. M. Hostrup, R. Gani, Z. Kravanja, A. Sorsak, and I.E. Grossmann Integration of thermodynamic insights and MINLP optimization for the synthesis, design and analysis of process flowsheets Computers & Chemical Engineering 25 2001 73 83
8. R.R. Iyer, and I. Grossmann Synthesis and operational planning of utility systems for multiperiod operation Computers & Chemical Engineering 22 7-8 1998 979 993
9. J.C. Bruno, F. Fernandez, F. Castells, and I.E. Grossmann A rigorous MINLP model for the optimial synthesis and operation of utility plants Institution of Chemical Engineers Trans IChemE 76 1998 246 258
10. S.P. Mavromatis, and A.C. Kokossis Conceptual optimisation of utility networks for operational variations-I. Targets and level optimisation Chemical Engineering Science 53 8 1998 1585 1608
11. S.P. Mavromatis, and A.C. Kokossis Conceptual optimisation of utility networks for operational variations-II. Network development and optimisation Chemical Engineering Science 53 8 1998 1609 1630
12. E.F. Church Steam Turbines third ed. 1950 McGraw-Hill Book Company Inc
13. J.F. Lee Theory and Design of Steam and Gas Turbines 1954 McGraw-Hill Book Company Inc
14. T.-M. Tveit, Steam turbine modelling for optimisation of CHP power plants, In: The 9th International Symposium on District Heating and Cooling, 2004, pp. 125-132.
15. T.-M. Tveit, T. Savola, C.-J. Fogelholm, Modelling of steam turbines for mixed integer nonlinear programming (MINLP) in design and off-design conditions of CHP plants. In: SIMS 2005, 46th Conference on Simulation Modeling, 2005, pp. 335-344.
16. L.T. Biegler, I.E. Grossmann, A.W. Westerberg, Systematic Methods of Chemical Process Design, Prentice-Hall Inc., 1997, Ch. 9 Process flowsheet optimization, pp. 295-334.
17. D.C. Montgomery Design and Analysis of Experiments fifth ed. 2001 John Wiley & Sons Inc.
18. P.F. de Aguiar, B. Bourguignon, M.S. Khots, D.L. Massart, and R. Phan-Than-Luu D-optimal designs Chemometrics and Intelligent Laboratory Systems 30 1995 199 210
19. V.V. Fedorov, Theory of optimal experiments, Preprint No 7 LSM Lzd-vo Moscow State University, Moscow.
20. N.-K. Nguyen, and A.J. Miller A review of some exchange algorithms for constructing D-optimal designs Computational Statistics and Data Analysis 14 1992 489 498
21. A. Broudiscou, R. Leardi, and R. Phan-Than-Luu Genetic algorithm as a tool for selection of D-optimal design Chemometrics and Intelligent Laboratory Systems 35 1996 105 116
22. S.B. Duffull, S. Retout, and F. Mentré The use of simulated annealing for finding optimal population designs Computer Methods and Programs in Biomedicine 69 2002 25 35
23. W. Traupel Thermische Turbomaschinen-Zweiter Band, Genderte Betriebsbedingungen, Regelung, Mechanische Probleme, Temperaturprobleme fourth ed. 2001 Springer-Verlag
24. J.H. Holland Adaptation in Natural and Artificial Systems 1975 University of Michigan Press Ann Arbor
25. H.-P. Schwefel Evolution and Optimum Seeking 1995 Wiley
26. D. Whitley An overview of evolutionary algorithms: practical issues and common pitfalls Information and Software Technology 43 15 2001 817 831
27. D.E. Goldberg Genetic Algorithms in Search, Optimization and Machine Learning 1989 Addison-Wesley
28. Endat Oy, Prosim, Available from http://www.endat.fi (2004).
29. The MathWorks Inc., Matlab, version 6.5.1.199709 Release 13 (August 2003).
30. A. Brooke, D. Kendrick, A. Meeraus, R. Raman, GAMS: A user's guide, GAMS Development Corporation, 1998, www.gams.com.