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Volumn 60, Issue 5, 2014, Pages 1654-1671

Moving horizon approach of integrating scheduling and control for sequential batch processes

Author keywords

Advanced manufacturing; Batch processes; Mixed integer dynamic optimization; Model predictive control; Scheduling

Indexed keywords

BATCH DATA PROCESSING; INTEGRATED CONTROL; MODEL PREDICTIVE CONTROL; PREDICTIVE CONTROL SYSTEMS; SCHEDULING;

EID: 84897958347     PISSN: 00011541     EISSN: 15475905     Source Type: Journal    
DOI: 10.1002/aic.14359     Document Type: Article
Times cited : (46)

References (41)
  • 1
    • 25144478491 scopus 로고    scopus 로고
    • Enterprise-wide optimization: a new frontier in process systems engineering
    • Grossmann I. Enterprise-wide optimization: a new frontier in process systems engineering. AIChE J. 2005;51:1846-1857.
    • (2005) AIChE J. , vol.51 , pp. 1846-1857
    • Grossmann, I.1
  • 2
    • 84869488689 scopus 로고    scopus 로고
    • Advances in mathematical programming models for enterprise-wide optimization
    • Grossmann IE. Advances in mathematical programming models for enterprise-wide optimization. Comput Chem Eng. 2012;47:2-18.
    • (2012) Comput Chem Eng. , vol.47 , pp. 2-18
    • Grossmann, I.E.1
  • 3
    • 84869497256 scopus 로고    scopus 로고
    • Addressing the operational challenges in the development, manufacture, and supply of advanced materials and performance products
    • Wassick JM, Agarwal A, Akiya N, Ferrio J, Bury S, You FQ. Addressing the operational challenges in the development, manufacture, and supply of advanced materials and performance products. Comput Chem Eng. 2012;47:157-169.
    • (2012) Comput Chem Eng. , vol.47 , pp. 157-169
    • Wassick, J.M.1    Agarwal, A.2    Akiya, N.3    Ferrio, J.4    Bury, S.5    You, F.Q.6
  • 4
    • 84876492300 scopus 로고    scopus 로고
    • Sustainable scheduling of batch processes under economic and environmental criteria with MINLP models and algorithms
    • Yue D, You F. Sustainable scheduling of batch processes under economic and environmental criteria with MINLP models and algorithms. Comput Chem Eng. 2013;54:44-59.
    • (2013) Comput Chem Eng. , vol.54 , pp. 44-59
    • Yue, D.1    You, F.2
  • 5
    • 84869506805 scopus 로고    scopus 로고
    • Optimal operation: scheduling, advanced control and their integration
    • Engell S, Harjunkoski I. Optimal operation: scheduling, advanced control and their integration. Comput Chem Eng. 2012;47:121-133.
    • (2012) Comput Chem Eng. , vol.47 , pp. 121-133
    • Engell, S.1    Harjunkoski, I.2
  • 6
    • 71749084824 scopus 로고    scopus 로고
    • Integration of scheduling and control-theory or practice?
    • Harjunkoski I, Nystrom R, Horch A. Integration of scheduling and control-theory or practice? Comput Chem Eng. 2009;33:1909-1918.
    • (2009) Comput Chem Eng. , vol.33 , pp. 1909-1918
    • Harjunkoski, I.1    Nystrom, R.2    Horch, A.3
  • 8
    • 84869505568 scopus 로고    scopus 로고
    • Integration of scheduling and control with online closed-loop implementation: fast computational strategy and large-scale global optimization algorithm
    • Chu Y, You F. Integration of scheduling and control with online closed-loop implementation: fast computational strategy and large-scale global optimization algorithm. Comput Chem Eng. 2012;47:248-268.
    • (2012) Comput Chem Eng. , vol.47 , pp. 248-268
    • Chu, Y.1    You, F.2
  • 9
    • 33749833429 scopus 로고    scopus 로고
    • Simultaneous cyclic scheduling and control of a multiproduct CSTR
    • Flores-Tlacuahuac A, Grossmann IE. Simultaneous cyclic scheduling and control of a multiproduct CSTR. Ind Eng Chem Res. 2006;45:6698-6712.
    • (2006) Ind Eng Chem Res. , vol.45 , pp. 6698-6712
    • Flores-Tlacuahuac, A.1    Grossmann, I.E.2
  • 10
    • 25844475256 scopus 로고    scopus 로고
    • Production campaign planning including grade transition sequencing and dynamic optimization
    • Nystrom RH, Franke R, Harjunkoski I, Kroll A. Production campaign planning including grade transition sequencing and dynamic optimization. Comput Chem Eng. 2005;29:2163-2179.
    • (2005) Comput Chem Eng. , vol.29 , pp. 2163-2179
    • Nystrom, R.H.1    Franke, R.2    Harjunkoski, I.3    Kroll, A.4
  • 11
    • 47849099434 scopus 로고    scopus 로고
    • Integrated scheduling and dynamic optimization of grade transitions for a continuous polymerization reactor
    • Prata A, Oldenburg J, Kroll A, Marquardt W. Integrated scheduling and dynamic optimization of grade transitions for a continuous polymerization reactor. Comput Chem Eng. 2008;32:463-476.
    • (2008) Comput Chem Eng. , vol.32 , pp. 463-476
    • Prata, A.1    Oldenburg, J.2    Kroll, A.3    Marquardt, W.4
  • 12
    • 84863191392 scopus 로고    scopus 로고
    • Integration of scheduling and control with closed loop implementation
    • Zhuge J, Ierapetritou MG. Integration of scheduling and control with closed loop implementation. Ind Eng Chem Res. 2012;51:8550-8565.
    • (2012) Ind Eng Chem Res. , vol.51 , pp. 8550-8565
    • Zhuge, J.1    Ierapetritou, M.G.2
  • 13
    • 20344400107 scopus 로고    scopus 로고
    • Short-term scheduling of batch processes. A comparative study of different approaches
    • Mishra BV, Mayer E, Raisch J, Kienle A. Short-term scheduling of batch processes. A comparative study of different approaches. Ind Eng Chem Res. 2005;44:4022-4034.
    • (2005) Ind Eng Chem Res. , vol.44 , pp. 4022-4034
    • Mishra, B.V.1    Mayer, E.2    Raisch, J.3    Kienle, A.4
  • 14
    • 84867230534 scopus 로고    scopus 로고
    • Integrated scheduling and dynamic optimization of batch processes using state equipment networks
    • Nie YS, Biegler LT, Wassick JM. Integrated scheduling and dynamic optimization of batch processes using state equipment networks. AIChE J. 2012;58:3416-3432.
    • (2012) AIChE J. , vol.58 , pp. 3416-3432
    • Nie, Y.S.1    Biegler, L.T.2    Wassick, J.M.3
  • 15
    • 84879005097 scopus 로고    scopus 로고
    • Integrated scheduling and dynamic optimization of complex batch processes with general network structure using a generalized Benders decomposition
    • Chu Y, You F. Integrated scheduling and dynamic optimization of complex batch processes with general network structure using a generalized Benders decomposition. Ind Eng Chem Res. 2013;52:7867-7885.
    • (2013) Ind Eng Chem Res. , vol.52 , pp. 7867-7885
    • Chu, Y.1    You, F.2
  • 16
    • 84860490823 scopus 로고    scopus 로고
    • A multiobjective optimization approach for the simultaneous single line scheduling and control of CSTRs
    • Angel Gutierrez-Limon M, Flores-Tlacuahuac A, Grossmann IE. A multiobjective optimization approach for the simultaneous single line scheduling and control of CSTRs. Ind Eng Chem Res. 2012;51:5881-5890.
    • (2012) Ind Eng Chem Res. , vol.51 , pp. 5881-5890
    • Angel Gutierrez-Limon, M.1    Flores-Tlacuahuac, A.2    Grossmann, I.E.3
  • 17
    • 79959824202 scopus 로고    scopus 로고
    • Simultaneous cyclic scheduling and control of tubular reactors: single production lines
    • Flores-Tlacuahuac A, Grossmann IE. Simultaneous cyclic scheduling and control of tubular reactors: single production lines. Ind Eng Chem Res. 2010;49:11453-11463.
    • (2010) Ind Eng Chem Res. , vol.49 , pp. 11453-11463
    • Flores-Tlacuahuac, A.1    Grossmann, I.E.2
  • 18
    • 79955549827 scopus 로고    scopus 로고
    • Improved short-term batch scheduling flexibility using variable recipes
    • Capon-Garcia E, Moreno-Benito M, Espuna A. Improved short-term batch scheduling flexibility using variable recipes. Ind Eng Chem Res. 2011;50:4983-4992.
    • (2011) Ind Eng Chem Res. , vol.50 , pp. 4983-4992
    • Capon-Garcia, E.1    Moreno-Benito, M.2    Espuna, A.3
  • 19
    • 84883398910 scopus 로고    scopus 로고
    • Integration of production scheduling and dynamic optimization for multi-product CSTRs: generalized benders decomposition coupled with global mixed-integer fractional programming
    • Chu Y, You F. Integration of production scheduling and dynamic optimization for multi-product CSTRs: generalized benders decomposition coupled with global mixed-integer fractional programming. Comput Chem Eng. 2013;58:315-333.
    • (2013) Comput Chem Eng. , vol.58 , pp. 315-333
    • Chu, Y.1    You, F.2
  • 20
    • 84889257622 scopus 로고    scopus 로고
    • Integration of scheduling and dynamic optimization of batch processes under uncertainty: two-stage stochastic programming approach and enhanced generalized benders decomposition algorithm
    • Chu Y, You F. Integration of scheduling and dynamic optimization of batch processes under uncertainty: two-stage stochastic programming approach and enhanced generalized benders decomposition algorithm. Ind Eng Chem Res. 2013;52:16851-16869.
    • (2013) Ind Eng Chem Res. , vol.52 , pp. 16851-16869
    • Chu, Y.1    You, F.2
  • 22
    • 24944488392 scopus 로고    scopus 로고
    • Global mixed-integer dynamic optimization
    • Chachuat B, Singer AB, Barton PI. Global mixed-integer dynamic optimization. AIChE J. 2005;51:2235-2253.
    • (2005) AIChE J. , vol.51 , pp. 2235-2253
    • Chachuat, B.1    Singer, A.B.2    Barton, P.I.3
  • 23
    • 1942500439 scopus 로고    scopus 로고
    • Modeling and solving real-time scheduling problems by stochastic integer programming
    • Sand G, Engell S. Modeling and solving real-time scheduling problems by stochastic integer programming. Comput Chem Eng. 2004;28:1087-1103.
    • (2004) Comput Chem Eng. , vol.28 , pp. 1087-1103
    • Sand, G.1    Engell, S.2
  • 24
    • 1942500445 scopus 로고    scopus 로고
    • Optimization under uncertainty: state-of-the-art and opportunities
    • Sahinidis NV. Optimization under uncertainty: state-of-the-art and opportunities. Comput Chem Eng. 2004;28:971-983.
    • (2004) Comput Chem Eng. , vol.28 , pp. 971-983
    • Sahinidis, N.V.1
  • 25
    • 77951681272 scopus 로고    scopus 로고
    • Planning and scheduling under uncertainty: a review across multiple sectors
    • Verderame PM, Elia JA, Li J, Floudas CA. Planning and scheduling under uncertainty: a review across multiple sectors. Ind Eng Chem Res. 2010;49:3993-4017.
    • (2010) Ind Eng Chem Res. , vol.49 , pp. 3993-4017
    • Verderame, P.M.1    Elia, J.A.2    Li, J.3    Floudas, C.A.4
  • 26
    • 84880638408 scopus 로고    scopus 로고
    • Efficient scheduling method of complex batch processes with general network structure via agent-based modeling
    • Chu YF, Wassick JM, You FQ. Efficient scheduling method of complex batch processes with general network structure via agent-based modeling. AIChE J. 2013;59:2884-2906.
    • (2013) AIChE J. , vol.59 , pp. 2884-2906
    • Chu, Y.F.1    Wassick, J.M.2    You, F.Q.3
  • 27
    • 84887207069 scopus 로고    scopus 로고
    • Hybrid method integrating agent-based modeling and heuristic tree search for scheduling of complex batch processes
    • Chu Y, You F, Wassick JM. Hybrid method integrating agent-based modeling and heuristic tree search for scheduling of complex batch processes. Comput Chem Eng. 2014;60:277-296.
    • (2014) Comput Chem Eng. , vol.60 , pp. 277-296
    • Chu, Y.1    You, F.2    Wassick, J.M.3
  • 28
    • 84876320746 scopus 로고    scopus 로고
    • Planning and scheduling of flexible process networks under uncertainty with stochastic inventory: MINLP models and algorithm
    • Yue D, You F. Planning and scheduling of flexible process networks under uncertainty with stochastic inventory: MINLP models and algorithm. AIChE J. 2013;59:1511-1532.
    • (2013) AIChE J. , vol.59 , pp. 1511-1532
    • Yue, D.1    You, F.2
  • 29
    • 0027224847 scopus 로고
    • One-machine rescheduling heuristics with efficiency and stability as criteria
    • Wu SD, Storer RH, Chang PC. One-machine rescheduling heuristics with efficiency and stability as criteria. Comput Oper Res. 1993;20:1-14.
    • (1993) Comput Oper Res. , vol.20 , pp. 1-14
    • Wu, S.D.1    Storer, R.H.2    Chang, P.C.3
  • 30
    • 5144232431 scopus 로고    scopus 로고
    • Executing production schedules in the face of uncertainties: a review and some future directions
    • Aytug H, Lawley MA, McKay K, Mohan S, Uzsoy R. Executing production schedules in the face of uncertainties: a review and some future directions. Eur J Oper Res. 2005;161:86-110.
    • (2005) Eur J Oper Res. , vol.161 , pp. 86-110
    • Aytug, H.1    Lawley, M.A.2    McKay, K.3    Mohan, S.4    Uzsoy, R.5
  • 31
    • 57249089354 scopus 로고    scopus 로고
    • Costs for rescheduling actions: a critical issue for reducing the gap between scheduling theory and practice
    • Kopanos GM, Capon-Garcia E, Espuna A, Puigjaner L. Costs for rescheduling actions: a critical issue for reducing the gap between scheduling theory and practice. Ind Eng Chem Res. 2008;47:8785-8795.
    • (2008) Ind Eng Chem Res. , vol.47 , pp. 8785-8795
    • Kopanos, G.M.1    Capon-Garcia, E.2    Espuna, A.3    Puigjaner, L.4
  • 32
    • 1942500440 scopus 로고    scopus 로고
    • An MILP framework for batch reactive scheduling with limited discrete resources
    • Mendez CA, Cerda J. An MILP framework for batch reactive scheduling with limited discrete resources. Comput Chem Eng. 2004;28:1059-1068.
    • (2004) Comput Chem Eng. , vol.28 , pp. 1059-1068
    • Mendez, C.A.1    Cerda, J.2
  • 33
    • 0000685021 scopus 로고    scopus 로고
    • RTN-based rolling horizon algorithms for medium term scheduling of multipurpose plants
    • Dimitriadis AD, Shah N, Pantelides CC. RTN-based rolling horizon algorithms for medium term scheduling of multipurpose plants. Comput Chem Eng. 1997;21:S1061-S1066.
    • (1997) Comput Chem Eng. , vol.21
    • Dimitriadis, A.D.1    Shah, N.2    Pantelides, C.C.3
  • 34
    • 41149118126 scopus 로고    scopus 로고
    • Rolling-horizon and fix-and-relax heuristics for the parallel machine lot-sizing and scheduling problem with sequence-dependent set-up costs
    • Beraldi P, Ghiani G, Grieco A, Guerriero E. Rolling-horizon and fix-and-relax heuristics for the parallel machine lot-sizing and scheduling problem with sequence-dependent set-up costs. Comput Oper Res. 2008;35:3644-3656.
    • (2008) Comput Oper Res. , vol.35 , pp. 3644-3656
    • Beraldi, P.1    Ghiani, G.2    Grieco, A.3    Guerriero, E.4
  • 35
    • 0037111002 scopus 로고    scopus 로고
    • Decomposition techniques for multistage scheduling problems using mixed-integer and constraint programming methods
    • Harjunkoski I, Grossmann IE. Decomposition techniques for multistage scheduling problems using mixed-integer and constraint programming methods. Comput Chem Eng. 2002;26:1533-1552.
    • (2002) Comput Chem Eng. , vol.26 , pp. 1533-1552
    • Harjunkoski, I.1    Grossmann, I.E.2
  • 36
    • 0042807254 scopus 로고    scopus 로고
    • Dynamic scheduling in multiproduct batch plants
    • Mendez CA, Cerda J. Dynamic scheduling in multiproduct batch plants. Comput Chem Eng. 2003;27:1247-1259.
    • (2003) Comput Chem Eng. , vol.27 , pp. 1247-1259
    • Mendez, C.A.1    Cerda, J.2
  • 37
    • 84870248520 scopus 로고    scopus 로고
    • Evaluation of mathematical models for flexible job-shop scheduling problems
    • Demir Y, Isleyen SK. Evaluation of mathematical models for flexible job-shop scheduling problems. Appl Math Model. 2013;37:977-988.
    • (2013) Appl Math Model. , vol.37 , pp. 977-988
    • Demir, Y.1    Isleyen, S.K.2
  • 39
    • 84879286331 scopus 로고    scopus 로고
    • Integrated scheduling and dynamic optimization of sequential batch processes with online implementation
    • Chu Y, You F. Integrated scheduling and dynamic optimization of sequential batch processes with online implementation. AIChE J. 2013;59:2379-2406.
    • (2013) AIChE J. , vol.59 , pp. 2379-2406
    • Chu, Y.1    You, F.2
  • 40
    • 44249086028 scopus 로고    scopus 로고
    • Washington, DC: GAMS Development Corporation
    • Rosenthal RE. GAMS-A User's Guide. Washington, DC: GAMS Development Corporation, 2013.
    • (2013) GAMS-A User's Guide
    • Rosenthal, R.E.1


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