Multi-objective optimization approach for green design of methanol plant based on CO2-efficeincy indicator

Journal of Cleaner Production

Volumn 103, Issue , 2015, Pages 640-650

  Taghdisian, Hosein ^a,b   Pishvaie, Mahmoud Reza ^a   Farhadi, Fatola ^a  

^a SHARIF UNIVERSITY OF TECHNOLOGY   (Iran)

^b NONE   (United States)

Author keywords

CO2 mitigation; CO2 efficiency; Genetic algorithm; Green design; Methanol; Multi objective optimization

Indexed keywords

CARBON; CARBON DIOXIDE; DESIGN; ECODESIGN; EFFICIENCY; GENETIC ALGORITHMS; LIFE CYCLE; METHANOL; OPTIMIZATION; PROCESS DESIGN; SUSTAINABLE DEVELOPMENT;

ENVIRONMENTAL FEATURES; ENVIRONMENTAL OBJECTIVES; METHANOL PRODUCTION; MULTI-OBJECTIVE MODELING; MULTI-OBJECTIVE OPTIMIZATION MODELS; OPERATIONAL DECISIONS; PROCESS SIMULATIONS; SINGLE OBJECTIVE OPTIMIZATION PROBLEMS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 84953354300     PISSN: 09596526     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jclepro.2014.05.032     Document Type: Article

References (46)

1. K. Aasberg-Petersen, J.H. Bak Hansen, T.S. Christensen, I. Dybkjaer, P. Seier Christensen, C. Stub Nielsen, S.E.L. Winter Madsen, and J.R. Rostrup-Nielsen Technologies for large-scale gas conversion Appl. Catal. A 221 2001 379 387
2. 2 capture Int. J. Greenhouse Gas. Control 4 2010 289 300
3. A. Azapagic, and R. Clift The application of life cycle assessment to process optimization Comput. Chem. Eng. 23 1999 1509 1526
4. A. Azapagic, and R. Clift Life cycle assessment and multi-objective optimization J. Cleaner Prod. 7 1999 135 143
5. T. Back Evolutionary Algorithms in Theory and Practice 1996 Oxford University Press
6. A.R. Ciric, and T. Jia Economic sensitivity analysis of waste treatment costs in source reduction projects: continuous optimization problems Comput. Chem. Eng. 18 6 1994 481 495
7. K. Deb Multi-objective optimization E. Burke, G. Kendall, Search Methodologies, Introductory Tutorials in Optimization and Decision Support Techniques 2005 Springer New York 273 316
8. D.V. Demidov, I.V. Mishin, and M.N. Mikhailov Gibbs free energy minimization as a way to optimize the combined steam and carbon dioxide reforming of methane Int. J. Hydrogen Energy 36 2011 5941 5950
9. M.M. El-Halwagi, and V. Manousiouthakis Automatic synthesis of mass-exchange networks with single-component targets Chem. Eng. Sci. 45 9 1990 2813 2831
10. S.S.E.H. Elnashaie, and S.S. Elshishini Modeling, Simulation and Optimization of Industrial Fixed Bed Catalytic Reactors 1993 Gordon and Breach Science Publishers Amsterdam 426 427
11. G. Finnveden, M.Z. Hauschild, T. Ekvall, J. Guinee, R. Heijungs, S. Hellweg, A. Koehler, D. Pennington, and S. Suh Recent developments in life cycle assessment J. Environ. Manag. 91 2009 1 21
12. W.G. Frederick, R.L. Sedlmeyer, and C.M. White The hamming metric in genetic algorithms and its application to two network problems Proc. ACM 1993 126 129
13. B.H. Gebresslassie, G. Guillen-Gosalbez, L. Jimenez, and D. Boer Design of environmentally conscious absorption cooling systems via multi-objective optimization and life cycle assessment Appl. Energy 86 2009 1712 1722
14. M. Hojer, S. Ahlroth, K.H. Dreborg, T. Ekvall, G. Finnveden, O. Hjelm, E. Hochschorner, M. Nilsson, and V. Palm Scenarios in selected tools for environmental systems analysis J. Cleaner Prod. 16 2008 1958 1970
15. 2 reforming for large scale methanol plants - an actual case Stud. Surf. Sci. Catal. 136 2001 441 446
16. C. Huang, and A. T-Raissi Thermodynamic analyses of hydrogen production from sub-quality natural gas. Part II: steam reforming and autothermal steam reforming J. Power Sources 163 2007 637 644
17. D. Hunkeler, and G. Biswas Return on environment Int. J. Life Cycle Assess. 6 2000 358 362
18. T. Hur, I. Kim, and R. Yamamoto Measurement of green productivity and its improvement J. Cleaner Prod. 12 2004 673 683
19. ISO ISO 14040 International Standard Environmental Management - Life Cycle Assessment - Principles and Framework 2006 International Organization for Standardization Geneva, Switzerland
20. ISO ISO 14044 International Standard Environmental Management - Life Cycle Assessment - Requirements and Guidelines 2006 International Organization for Standardization Geneva, Switzerland
21. W.H. Jang, J. Hahn, and K.R. Hall Genetic/quadratic search algorithm for plant economic optimizations using a process simulator Comput. Chem. Eng. 30 2005 285 294
22. J.P. Lange Methanol synthesis: a short review of technology improvements Catal. Today 64 2001 3 8
23. Y. Leung, Y. Gao, and Z.B. Xu Degree of population diversity: a perspective on premature convergence in genetic algorithms and its Markov chain analysis IEEE Trans. Neural Networks 8 5 1997 1165 1176
24. 2 reforming of methane Int. J. Hydrogen Energy 33 2008 2507 2514
25. C. Li, X. Zhang, S. Zhang, and K. Suzuki Environmentally conscious design of chemical processes and products: multi-optimization method Chem. Eng. Res. Des. 87 2009 233 243
26. S.R. Lim, and J.M. Park Environmental indicators for communication of life cycle impact assessment results and their applications J. Environ. Manage. 90 2009 3305 3312
27. H.H. Lou, M.A. Kulkarni, A. Singh, and J.R. Hopper Sustainability assessment for industrial systems Ind. Eng. Chem. Res. 43 15 2004 4233 4242
28. E. Madetoja, H. Ruotsalainen, V.M. Monkkonen, J. Hamalainen, and K. Deb Visualizing multi-dimensional Pareto optimal fronts with a 3D virtual reality system Proceedings of the International Multiconference on Computer Science and Information Technology 2008 907 913
29. R.T. Marler, and J.S. Arora Survey of multi-objective optimization methods for engineering Struct. Multidiscip. Optim. 26 2004 369 395
30. 2 capture at steam methane reforming facilities using commercially available technology Int. J. Greenhouse Gas Control 9 2012 160 171
31. M. Metz, O. Davidson, H. De Coninck, M. Loos, and L. Meyer Carbon Capture and Storage 2005 Cambridge University Press New York 107 171
32. 2 capture and separation technologies for end-of-pipe applications - a review Energy 35 2010 2610 2628
33. U. Palme, M. Lundin, A. Tillman, and S. Molander Sustainable development indicators for wastewater systems - researchers and indicator users in a cooperative case study Resour. Conserv. Recycl. 43 2005 293 311
34. M. Pehnt, and J. Henkel Life cycle assessment of carbon dioxide capture and storage from lignite power plants Int. J. Greenhouse Gas. Control 3 2009 49 66
35. A. Riaz, G. Zahedi, and J.J. Klemes A review of cleaner production methods for manufacture of methanol J. Cleaner Prod. 57 2013 19 37
36. J.R. Rostrup-Nielsen New aspects of syngas production and use Catal. Today 63 2000 159 164
37. J.R. Rostrup-Nielsen Syngas in perspective Catal. Today 71 2002 243 247
38. H. Taghdisian, F. Farhadi, and M.R. Pishvaie An optimization-oriented green design for methanol plants J. Chem. Technol. Biotechnol. 87 2012 1111 1120
39. 2 efficiency between company and industry J. Cleaner Prod. 13 2005 1301 1308
40. X. Tian, X. Zhang, S. Zeng, Y. Xu, Y. Yao, Y. Chen, and et al. Process analysis and multi-objective optimization of ionic liquid-containing acetonitrile process to produce 1,3-butadiene Chem. Eng. Technol. 34 6 2011 927 936
41. 2 hydrogenation J. Cleaner Prod. 57 2013 38 45
42. 3 catalyst J. Catal. 161 1996 1 10
43. H. Verfaillie, and R. Bidwell Measuring Eco-efficiency: A Guide to Reporting Company Performance 2000 World Business Council on Sustainable Development London
44. Y. Yagi, T. Mimura, M. Iijima, K. Ishida, R. Yoshiyama, T. Kamijo, and T. Yonekawa Improvements of carbon dioxide capture technology from flue gas Proceeding of the Seventth International Conference on Greenhouse Gas Control Technologies, Vancouver, Canada 2004 1139 1145
45. D.M. Young, and H. Cabezas Pollution prevention with chemical process simulators: the generalized waste reduction (WAR) algorithm Comput. Chem. Eng. 23 1999 1477 1491
46. 2 capture by aqueous ammonia: a state-of-the-art review Int. J. Greenhouse Gas Control 9 2012 355 371