Optimization under variability and uncertainty: A case study for NO x emissions control for a gasification system

Environmental Science and Technology

Volumn 38, Issue 24, 2004, Pages 6741-6747

  Chen, Jianjun ^a   Frey, H Christopher ^a  

^a NORTH CAROLINA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

GASIFICATION; NITROGEN OXIDES; OPTIMIZATION; PROCESS CONTROL; STOCHASTIC PROGRAMMING;

DYNAMIC PROCESS CONTROL; INTEGRATED GASIFICATION COMBINED CYCLE SYSTEM; STOCHASTIC OPTIMIZATION (SO);

PARTICULATE EMISSIONS;

NITROGEN DERIVATIVE;

EMISSION CONTROL; NITROGEN OXIDES; OPTIMIZATION;

AIR POLLUTION CONTROL; ARTICLE; COMPARATIVE STUDY; COST BENEFIT ANALYSIS; DYNAMICS; FINANCIAL MANAGEMENT; GASIFICATION; INFORMATION PROCESSING; METHODOLOGY; PROCESS OPTIMIZATION; STATISTICS;

AIR POLLUTION; COST SAVINGS; COST-BENEFIT ANALYSIS; FORECASTING; MODELS, THEORETICAL; NITROGEN OXIDES; REPRODUCIBILITY OF RESULTS;

EID: 10644257613     PISSN: 0013936X     EISSN: None     Source Type: Journal    
DOI: 10.1021/es0351037     Document Type: Article

References (45)

1. Shinada, Osamu, Yamada, A.; Koyama, Y. Energy Convers. Manage. 2002, 43(9-12), 1221-1233.
2. Vision 21 Program Plan - Clean Energy Plants for the 21st Century; Federal Energy Technology Center, Office of Fossil Energy, U.S. Department of Energy, 2000.
3. Diwekar, U. M.; Frey, H. C.; Rubin, E. S. Ind. Eng. Chem. Res. 1992, 31(8), 1927-1936.
4. Frey, H. C.; Rubin, E. S. Ind. Eng. Chem. Res. 1992, 31(5), 1299-1307.
5. Frey, H. C.; Rubin, E. S. Environ. Sci. Technol. 1992, 26(10), 1982-1990.
6. Frey, H. C.; Rubin, E. S.; Diwekar, U. M. Energy 1994, 19(4), 449-463.
7. Frey, H. C.; Rubin, E. S. In Encyclopedia of Chemical Processing and Design; McKetta, J. J., Ed.; Marcel Dekker: New York, 1997; Vol. 59, pp 480-494.
8. Diwekar, U. M.; Rubin, E. S.; Frey, H. C. Energy Convers. Manage. 1997, 38(15-17), 1725-1735.
9. Diwekar, U. M. Introduction to Applied Optimization and Modeling; Kluwer Academic Publishers: Netherlands, 2003.
10. Bogen, K. T.; Spear, R. C. Risk Anal. 1987, 7(3), 427-436.
11. Science and Judgment in Risk Assessment; National Academy Press: Washington, DC, 1994.
12. Guiding Principles for Monte Carlo Analysis; Risk Assessment Forum, Washington, DC, EPA/630R-97/001, 1997.
13. Cullen, A. C.; Frey, H. C. Probabilistic Techniques in Exposure Assessment: A Handbook for Dealing with Variability and Uncertainly in Risk Analysis; Plenum Press: New York, 1999.
14. Helton, J. C. Reliab. Eng. System Saf. 1996, 54(2-3), 145-163.
15. Hoffman, F. O.; Hammonds, J. S. Risk Anal. 1994, 14(5), 707-712.
16. Frey, H. C.; Rhodes, D. Human Ecol. Risk Assess. 1996, 2(4), 762-797.
17. Brattin, W. J.; Barry, T. M.; Chiu, N. Human Ecol. Risk Assess. 1996, 2(4), 820-840.
18. Hertwich, E. G.; McKone, T. E.; Pease, W. S. Risk Anal. 1999, 19(6), 1193-1204.
19. Pate-Cornell, M. E. Reliab. Eng. System Saf. 1996, 54(2-3), 95-111.
20. Frey, H. C.; Bammi, S. J. Air Waste Manage. Assoc. 2002, 52(4), 435-448.
21. Frey, H. C.; Zheng, J. J. Air Waste Manage. Assoc. 2002, 52(9), 1083-1095.
22. Frey, H. C.; Zheng, J. Environ. Sci. Technol. 2002, 36(23), 5184-5191.
23. Frey, H. C.; Bammi, S. ASCE J. Environ. Eng. 2003, 129(2), 162-168.
24. Frey, H. C.; Li, S. J. Air Waste Manage. Assoc. 2003, 53(12), 1436-1447.
25. Rooney, W. C.; Biegler, L. T. AIChE J. 2003, 49(2), 438-449.
26. Efron, B.; Tibshirani, R. J. An Introduction to the Bootstrap; Chapman and Hall: New York, 1993.
27. Zheng, J.; Frey, H. C. Proceedings, Annual Meeting of the Air & Waste Management Association, Pittsburgh, PA., 2002, Paper # 12458.
28. Tayal, M.; Fu, Y.; Diwekar, U. M. Ind. Eng. Chem. Res. 1999, 38(2), 456-467.
29. Evoluer: The Genetic Algorithm Super Solver for Microsoft Excel; Palisade Corporation: Newfield, NY, 1998.
30. Holland, J. H. Adaptation in Natural and Artificial Systems; University of Michigan Press: Ann Arbor, MI, 1975.
31. Loughlin, D. H.; Ranjithan, S.; Baugh, J. W.; Brill, E. D. J. Air Waste Manage. Assoc. 2000, 50(6), 1050-1063.
32. Wang, C.; Quan, H.; Xu, X. Ind. Eng. Chem. Res. 1996, 35(10), 3560-3566.
33. Goldberg, D. E. Genetic Algorithms in Search, Optimization and Machine Learning; Addison-Wesley Pub. Co.: Boston, MA, 1989.
34. Frey, H. C.; Rubin, E. S. Stochastic Modeling of Coal Gasification Combined Cycle Systems: Cost Models of Selected Integrated Gasification Combined Cycle (IGCC) Systems; Topical Report, DOE/MC/24248-2901, NTIS DE90015345, Prepared by Carnegie-Mellon University for the U.S. Department of Energy, Morgantown, West Virginia, 1990.
35. x Control; Task 1 Topical Report, Vol. 1, DE-AC21-92MC29094, Prepared by North Carolina State University for Carnegie Mellon University and U.S. Department of Energy, Morgantown, WV, 1994.
36. Bharvirkar, R.; Frey, H. C. Development of Simplified Performance and Cost Models of Integrated Gasification Combined Cycle Systems; Prepared by North Carolina State University for Center for Energy and Environmental Studies, Carnegie Mellon University, Pittsburgh, PA, 1998
37. Frey, H. C.; Bharvirkar, R. Proceedings of the 91st Annual Meeting, Air and Waste Management Association, Pittsburgh, Pennsylvania, June 1998, Paper Number, 98-RAA.02P.
38. Chemical Week Publish, L.L.C. Chem. Eng. 2002, 109(3), 96.
39. Dakins, M. E. Hum. Ecol. Risk Assess. 1999, 5(2), 281-289.
40. Helton, J. C.; Davis, F. J. Risk Anal. 2002, 22(3), 591-622.
41. Blower, S. M.; Dowlatabadi, H. Int. Stat. Rev. 1994, 62(2), 229-243.
42. Helton, J. C. Reliab. Eng. System Saf. 1993, 42(2-3), 327-367.
43. Saltelli, A.; Tarantola, S.; Chan, K. Technometrics 1999, 41(1), 39-56.
44. Frey, H. C.; Patil, S. R. Risk Anal. 2002, 22(3), 553-578.
45. Frey, H. C.; Mokhtari, A.; Zheng, J. Recommended Practice Regarding Selection, Application, and Interpretation of Sensitivity Analysis Methods Applied to Food Safety Process Risk Models, Prepared by NC State University for U.S. Department of Agriculture.