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Received May 1, 2008
Accepted February 1, 2009
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A scenario-based robust framework for short-term and long-term operation planning problems
Department of Chemical Engineering, POSTECH, San 31 Hyoja-dong, Pohang, Kyungbuk 790-784, Korea 1LG Chemistry Research Park, Daejeon 305-380, Korea
jun2002@postech.ac.kr
Korean Journal of Chemical Engineering, May 2009, 26(3), 612-621(10), 10.1007/s11814-009-0103-0
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Abstract
This paper discusses a scenario-based scheme to address process operation problems under variations. As an illustration, two typically encountered problems, a short-term operation planning problem and a long term supply chain planning problem, are investigated considering the effect of variations. Their mathematical programming models explicitly reflecting the variations in the form of multiple scenarios with their probabilities are presented to provide robust decisions in the face of variations. It is hoped that the proposed framework can be a reminder of the importance of the scenario-based approach in the current uncertain business circumstances.
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Vin JP, Ierapetritou MG, Ind. Eng. Chem. Res., 40(21), 4543 (2001)
Subramanian D, Pekny JF, Reklaitis GV, AIChE J., 47(10), 2226 (2001)
Bok JK, Lee H, Park S, Comput. Chem. Eng., 22(7-8), 1037 (1998)
Del Castillo E, Montgomery DC, J. Quality Tech., 25, 199 (1993)
Vining GG, Myers RH, J. Quality Tech., 22, 38 (1990)
Lin DKJ, Tu W, Journal of Quality Technology, 27, 34 (1995)
Neiro SMS, Pinto JM, Comput. Chem. Eng., 28(6-7), 871 (2004)
Liu Y, Karimi IA, Comput. Chem. Eng., 31(12), 1671 (2007)
Pinto T, Barbosa-Povoa APFD, Novais AQ, Ind. Eng. Chem. Res. (2008)
Shaik MA, Floudas CA, Comput. Chem. Eng., 32(1-2), 260 (2008)
Munawar SA, Gudi RD, Ind. Eng. Chem. Res., 44(11), 4001 (2005)
Bonfill A, Espuna A, Puigjaner L, Comput. Chem. Eng., 32, 1206 (2008)
Till J, Sand G, Urselmann M, Engell S, Comput. Chem. Eng., 31(5-6), 630 (2007)
Majozi T, Zhu XX, Comput. Chem. Eng., 29(9), 2029 (2005)
Ghaeli M, Bahri PA, Lee P, Gu TL, Comput. Chem. Eng., 29(2), 249 (2005)
Moreno MS, Montagna JM, Iribarren OA, Comput. Chem. Eng., 31(9), 1159 (2007)
Moreno MS, Montagna JM, Ind. Eng. Chem. Res., 46(17), 5645 (2007)
Dogan ME, Grossmann IE, Ind. Eng. Chem. Res., 45(1), 299 (2006)
Heo SK, Lee KH, Lee HK, Lee IB, Park JH, Ind. Eng. Chem. Res., 42(4), 836 (2003)
Varma VA, Reklaitis GV, Blau GE, Pekny JF, Comput. Chem. Eng., 31(5-6), 692 (2007)
Jung JY, Blau G, Pekny JF, Reklaitis GV, Eversdyk D, Comput. Chem. Eng. (2008)
Pitty SS, Li W, Adhitya A, Srinivasan R, Karimi IA, Comput. Chem. Eng. (2008)
Naraharisetti PK, Karimi IA, Srinivasan R, Comput. Chem. Eng. (2008)
Adhitya A, Srinivasan R, Karimi IA, Comput. Chem. Eng., 31(5-6), 496 (2007)
Lasschuit W, Thijssen N, Comput. Chem. Eng., 28(6-7), 863 (2004)
Tsiakis P, Shah N, Pantelides CC, Ind. Eng. Chem. Res., 40(16), 3585 (2001)
Berning G, Brandenburg M, Gursoy K, Kussi JS, Mehta V, Tolle FJ, Comput. Chem. Eng., 28(6-7), 913 (2004)
Grooms D, Kazantzi V, El-Halwagi M, Comput. Chem. Eng., 29(11-12), 2318 (2005)
Hene TS, Dua V, Pistikopoulos EN, Ind. Eng. Chem. Res., 41(1), 67 (2002)
Ko D, Na S, Moon I, Lee IB, Korean J. Chem. Eng., 17(1), 27 (2000)
Li Z, Ierapetritou M, Comput. Chem. Eng., 32, 715 (2008)
Puigjaner L, Guillen-Gosalbez G, Comput. Chem. Eng., 32, 650 (2008)
Mendez CA, Cerda J, Grossmann IE, Harjunkoski I, Fahl M, Comput. Chem. Eng., 30(6-7), 913 (2006)
Shah N, Comput. Chem. Eng., 28(6-7), 929 (2004)
Ortiz-Gomez A, Rico-Ramirez V, Hernandez-Castro S, Comput. Chem. Eng., 26(4-5), 703 (2002)
Ryu JH, Dua V, Pistikopoulos EN, Ind. Eng. Chem. Res., 46(24), 8044 (2007)
Ryu JH, Pistikopoulos EN, Ind. Eng. Chem. Res., 46(24), 8058 (2007)
Janak SL, Floudas CA, Comput. Chem. Eng., 32, 913 (2008)
Verderame PM, Floudas CA, Ind. Eng. Chem. Res., 47, 4845 (2008)
