A Strategy for Multi-objective Optimization under Uncertainty in Chemical Process Design* * Supported by Dalian University of Technology, the US National Science Foundation (No.CTS-0407494) and the Texas Advanced Technology Program (No.003581-0044-2003).

Chinese Journal of Chemical Engineering

Volumn 16, Issue 1, 2008, Pages 39-42

  SUN, Li ^a   Lou, Helen H ^b  

^a DALIAN UNIVERSITY OF TECHNOLOGY   (China)

^b Lamar University   (United States)

Author keywords

chemical process design; multi objective optimization; uncertainty

Indexed keywords

CONDENSATE TREATMENT; ECONOMIC ANALYSIS; ENVIRONMENTAL IMPACT; ERROR ANALYSIS; PROBLEM SOLVING; UNCERTAINTY ANALYSIS;

CHEMICAL PROCESS DESIGN; MARKET FLUCTUATION;

MULTIOBJECTIVE OPTIMIZATION;

CONDENSATE TREATMENT; ECONOMIC ANALYSIS; ENVIRONMENTAL IMPACT; ERROR ANALYSIS; MULTIOBJECTIVE OPTIMIZATION; PROBLEM SOLVING; UNCERTAINTY ANALYSIS;

EID: 40249107550     PISSN: 10049541     EISSN: None     Source Type: Journal    
DOI: 10.1016/S1004-9541(08)60033-6     Document Type: Article

References (20)

1. Sikdar S. "Sustainable development and sustainability metrics". AIChE J. 49 (2003) 1928-1932
2. The Institution of Chemical Engineers (IChemE). "The sustainable development progress metrics-recommended for use in the process industries" (2002). http://www.getf.org/file/toolmanager/O16F26202
3. AIChE Center for Waste Reduction and Technology (CWRT). Collaborative Projects Focus Area: Sustainable Development (2000), AIChE, New York, NY
4. Wendt M., Li P., and Wozny G. "Nonlinear-constraint process optimization under uncertainty". Ind. Eng. Chem. Res. 41 (2002) 3621-3629
5. Cheng L., Subrahmanian E., and Westerberg A.W. "Design and planning under uncertainty: Issues on problem formulation and solution". Comp. Chem. Eng. 27 (2003) 781-801
6. Sahinidis N.V. "Optimization under uncertainty: State-of-the-art and opportunities". Comp. Chem. Eng. 28 (2004) 971-983
7. Mattson C.A., and Messac A. "Pareto frontier based concept selection under uncertainty with visualization. Special issue on multidisciplinary design optimization". OPTE: Optimizai. Eng. 6 (2005) 85-115
8. Liu M.L., and Sahinidis N.V. "Optimization in process planning under uncertainty". Ind. Eng. Chem. Res. 35 (1996) 4154-4165
9. Prekopa A. Stochastic Programming (1995), Kluwer Academic Publishers, Dordrecht
10. Pistikopoulos E.N., and Ierapetritou M.G. "Novel approach for optimal process design under uncertainty". Comp. Chem. Eng. 19 10 (1995) 1089-1110
11. Singh A., and Lou H.H. "Hierarchical Pareto optimization for the sustainable development of industrial ecosystems". Ind. Eng. Chem. Res. 45 (2006) 3265-3279
12. Sun, L., "Study on chemical process integration for multi-objective optimization based on fuzzy set theory". Ph. D. Thesis, Dalian University of Technology, China (2004). (in Chinese)
13. Sun L., He G.H., Fan X.S., and Yao F.J. "Calculation and application of compound environmental impact index based on fuzzy optimal selection theory". J. Chem. Ind. Eng. (China). 55 9 (2004) 1550-1554 (in Chinese)
14. Bare J.C., Norris G.A., Pennington D.W., and McKone T. "TRACI, the tool for the reduction and assessment of chemical and other environmental impacts". J. Ind. Ecol. 6 3/4 (2002) 49-78
15. USEPA, The Benefits and Costs of the Clean Air Act: 1990 to 2010 (EPA-410-R99-001), USEPA, Washington, D.C., USA (1999).
16. USEPA. Exposure Factors Handbook EPA/600/8-89/043 (1989), Office of Health and Environmental Assessment, Washington, D.C., USA
17. Sun, L., Singh, A., Lou, H.H., "A case study of multi-objective optimization under uncertainty in process design for sustainability", In: AIChE Annual National Meeting, San Francisco, CA (2006).
18. Davis L. Handbook of Genetic Algorithms (1996), International Thomson Computer Press, London
19. Gen M., and Cheng R. Genetic Algorithms and Engineering Design (1997), John Wiley and Sons, New York
20. Sun L., Fan X.S., and Yao P.J. "Multi-objective fuzzy optimization algorithm for separation-recycle system". Chin. J. Chem. Eng. 12 2 (2004) 221-226