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Volumn 34, Issue 5, 2010, Pages 598-619

Medium-term planning of a multiproduct batch plant under evolving multi-period multi-uncertainty by means of a moving horizon strategy

Author keywords

Medium term planning; Moving horizon strategy; Two stage stochastic mixed integer linear programming

Indexed keywords

CONTINUOUS PRODUCTION; EXPECTED VALUES; MILP FORMULATION; MIXED INTEGER LINEAR PROGRAMMING; MOVING HORIZON; MULTI-PERIOD; MULTI-PRODUCT BATCH PLANTS; PLANT CAPACITIES; POLYMER PRODUCTION; TWO STAGE; UNCERTAIN PARAMETERS; UNCERTAINTY MODELS;

EID: 77950368077     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compchemeng.2010.01.013     Document Type: Article
Times cited : (36)

References (49)
  • 2
    • 0037445865 scopus 로고    scopus 로고
    • Scheduling optimization under uncertainty-an alternative approach
    • Balasubramanian J., and Grossmann I.E. Scheduling optimization under uncertainty-an alternative approach. Computers & Chemical Engineering 27 4 (2003) 469-490
    • (2003) Computers & Chemical Engineering , vol.27 , Issue.4 , pp. 469-490
    • Balasubramanian, J.1    Grossmann, I.E.2
  • 3
    • 3042702298 scopus 로고    scopus 로고
    • Approximation to multistage stochastic optimization in multiperiod batch plant scheduling under demand uncertainty
    • Balasubramanian J., and Grossmann I.E. Approximation to multistage stochastic optimization in multiperiod batch plant scheduling under demand uncertainty. Industrial & Engineering Chemistry Research 43 (2004) 3695-3713
    • (2004) Industrial & Engineering Chemistry Research , vol.43 , pp. 3695-3713
    • Balasubramanian, J.1    Grossmann, I.E.2
  • 6
    • 0032674969 scopus 로고    scopus 로고
    • Dual decomposition in stochastic integer programming
    • Carøe C., and Schultz R. Dual decomposition in stochastic integer programming. Operations Research Letters 24 (1999) 37-45
    • (1999) Operations Research Letters , vol.24 , pp. 37-45
    • Carøe, C.1    Schultz, R.2
  • 7
    • 34248341316 scopus 로고    scopus 로고
    • Multiple time grid continuous-time formulation for the short-term scheduling of multiproduct batch plants
    • Elsevier
    • Castro P., and Grossmann I.E. Multiple time grid continuous-time formulation for the short-term scheduling of multiproduct batch plants. Proceedings of 2006 ESCAPE/PSE (2006), Elsevier 2093-2098
    • (2006) Proceedings of 2006 ESCAPE/PSE , pp. 2093-2098
    • Castro, P.1    Grossmann, I.E.2
  • 8
    • 43449098310 scopus 로고    scopus 로고
    • Efficient MILP-based solution strategies for large-scale industrial batch scheduling problems
    • Elsevier
    • Castro P., Mendez C.A., Grossmann I.E., Harjunkoski I., and Fahl M. Efficient MILP-based solution strategies for large-scale industrial batch scheduling problems. Proceedings of 2006 ESCAPE/PSE (2006), Elsevier 2231-2236
    • (2006) Proceedings of 2006 ESCAPE/PSE , pp. 2231-2236
    • Castro, P.1    Mendez, C.A.2    Grossmann, I.E.3    Harjunkoski, I.4    Fahl, M.5
  • 9
    • 0030686008 scopus 로고    scopus 로고
    • A disaggregation algorithm for the optimization of stochastic planning models
    • Clay R., and Grossmann I.E. A disaggregation algorithm for the optimization of stochastic planning models. Computers & Chemical Engineering 21 (1997) 751-774
    • (1997) Computers & Chemical Engineering , vol.21 , pp. 751-774
    • Clay, R.1    Grossmann, I.E.2
  • 10
    • 0001499525 scopus 로고
    • Minimizing the effects of batch process variability using online schedule modification
    • Cott B., and Macchietto S. Minimizing the effects of batch process variability using online schedule modification. Computers & Chemical Engineering 13 (1989) 105-113
    • (1989) Computers & Chemical Engineering , vol.13 , pp. 105-113
    • Cott, B.1    Macchietto, S.2
  • 11
    • 0000685021 scopus 로고    scopus 로고
    • RTN-based rolling horizon algorithms for medium-term scheduling of multipurpose plants
    • Dimitrades A.D., Shah N., and Pantelides C.C. RTN-based rolling horizon algorithms for medium-term scheduling of multipurpose plants. Computers & Chemical Engineering 21 (1997) 1061-1066
    • (1997) Computers & Chemical Engineering , vol.21 , pp. 1061-1066
    • Dimitrades, A.D.1    Shah, N.2    Pantelides, C.C.3
  • 12
    • 67649118091 scopus 로고    scopus 로고
    • Uncertainty, decomposition and feedback in batch production scheduling
    • Jezowski J., and Thullie J. (Eds), Elsevier
    • Engell S. Uncertainty, decomposition and feedback in batch production scheduling. In: Jezowski J., and Thullie J. (Eds). Proceedings ESCAPE 19, vol. 26 of Computer-aided Chemical Engineering (2009), Elsevier 43-62
    • (2009) Proceedings ESCAPE 19, vol. 26 of Computer-aided Chemical Engineering , pp. 43-62
    • Engell, S.1
  • 13
    • 0442266085 scopus 로고    scopus 로고
    • Online scheduling of multiproduct batch plants under uncertainty
    • Groetschel M., Krumke S.O., and Rambau J. (Eds), Springer, Berlin
    • Engell S., Maerkert A., Sand G., Schultz R., and Schulz C. Online scheduling of multiproduct batch plants under uncertainty. In: Groetschel M., Krumke S.O., and Rambau J. (Eds). Online optimization of large-scale systems (2001), Springer, Berlin 649-676
    • (2001) Online optimization of large-scale systems , pp. 649-676
    • Engell, S.1    Maerkert, A.2    Sand, G.3    Schultz, R.4    Schulz, C.5
  • 14
    • 18844388780 scopus 로고    scopus 로고
    • Aggregated scheduling of a multiproduct batch plant by two-stage stochastic integer programming
    • Engell S., Märkert A., Sand G., and Schultz R. Aggregated scheduling of a multiproduct batch plant by two-stage stochastic integer programming. Optimization and Engineering 5 (2004) 335-359
    • (2004) Optimization and Engineering , vol.5 , pp. 335-359
    • Engell, S.1    Märkert, A.2    Sand, G.3    Schultz, R.4
  • 15
    • 43049142682 scopus 로고    scopus 로고
    • A novel continuous-time MILP approach for short-term scheduling of multipurpose pipeless batch plants
    • Elsevier
    • Ferrer-Nadal S., Mendez C.A., Graells M., and Puigjaner L. A novel continuous-time MILP approach for short-term scheduling of multipurpose pipeless batch plants. Proceedings of ESCAPE 17 (2007), Elsevier 595-601
    • (2007) Proceedings of ESCAPE 17 , pp. 595-601
    • Ferrer-Nadal, S.1    Mendez, C.A.2    Graells, M.3    Puigjaner, L.4
  • 16
    • 2442583184 scopus 로고    scopus 로고
    • Continuous-time versus discrete-time approaches for scheduling of chemical processes: A review
    • Floudas C.A., and Lin X. Continuous-time versus discrete-time approaches for scheduling of chemical processes: A review. Computers & Chemical Engineering 28 (2004) 2109-2129
    • (2004) Computers & Chemical Engineering , vol.28 , pp. 2109-2129
    • Floudas, C.A.1    Lin, X.2
  • 17
    • 2342539060 scopus 로고    scopus 로고
    • A stochastic programming approach to planning of offshore gas field developments under uncertainty in reserves
    • Goel V., and Grossmann I.E. A stochastic programming approach to planning of offshore gas field developments under uncertainty in reserves. Computers & Chemical Engineering 28 (2004) 1409-1429
    • (2004) Computers & Chemical Engineering , vol.28 , pp. 1409-1429
    • Goel, V.1    Grossmann, I.E.2
  • 19
    • 77956740970 scopus 로고    scopus 로고
    • Addressing the design of chemical supply chains under demand uncertainty
    • Elsevier
    • Guillen G., Mele F.D., Espuna A., and Puigjaner L. Addressing the design of chemical supply chains under demand uncertainty. Proceedings of 2006 ESCAPE/PSE (2006), Elsevier 1095-1100
    • (2006) Proceedings of 2006 ESCAPE/PSE , pp. 1095-1100
    • Guillen, G.1    Mele, F.D.2    Espuna, A.3    Puigjaner, L.4
  • 20
    • 0042807253 scopus 로고    scopus 로고
    • Managing demand uncertainty in supply chain planning
    • Gupta A., and Maranas C.D. Managing demand uncertainty in supply chain planning. Computers & Chemical Engineering 27 (2003) 1219-1227
    • (2003) Computers & Chemical Engineering , vol.27 , pp. 1219-1227
    • Gupta, A.1    Maranas, C.D.2
  • 22
    • 0032216021 scopus 로고    scopus 로고
    • Effective continuous-time formulation for short-term scheduling. 1. Multipurpose batch processes
    • Ierapetritou M., and Floudas C.A. Effective continuous-time formulation for short-term scheduling. 1. Multipurpose batch processes. Industrial & Engineering Chemistry Research 37 (1998) 4341-4359
    • (1998) Industrial & Engineering Chemistry Research , vol.37 , pp. 4341-4359
    • Ierapetritou, M.1    Floudas, C.A.2
  • 24
    • 33845624253 scopus 로고    scopus 로고
    • A new robust optimization approach for scheduling under uncertainty. II. Uncertainty with known probability distribution
    • Janak S.L., Lin X., and Floudas C.A. A new robust optimization approach for scheduling under uncertainty. II. Uncertainty with known probability distribution. Computers & Chemical Engineering 31 (2007) 171-195
    • (2007) Computers & Chemical Engineering , vol.31 , pp. 171-195
    • Janak, S.L.1    Lin, X.2    Floudas, C.A.3
  • 25
    • 33846049584 scopus 로고    scopus 로고
    • Production scheduling of a large-scale industrial batch plant. I. Short-term and medium-term scheduling
    • Janak S.L., Floudas C.A., Kallrath J., and Vormbrock N. Production scheduling of a large-scale industrial batch plant. I. Short-term and medium-term scheduling. Industrial & Engineering Chemistry Research 45 (2006) 8234-8252
    • (2006) Industrial & Engineering Chemistry Research , vol.45 , pp. 8234-8252
    • Janak, S.L.1    Floudas, C.A.2    Kallrath, J.3    Vormbrock, N.4
  • 27
    • 3042696417 scopus 로고    scopus 로고
    • Short-term scheduling under uncertainty using MILP sensitivity analysis
    • Jia Z., and Ierapetritou M.G. Short-term scheduling under uncertainty using MILP sensitivity analysis. Industrial & Engineering Chemistry Research 43 (2004) 3782-3791
    • (2004) Industrial & Engineering Chemistry Research , vol.43 , pp. 3782-3791
    • Jia, Z.1    Ierapetritou, M.G.2
  • 28
    • 0442264226 scopus 로고    scopus 로고
    • Planning and scheduling in the process industry
    • Kallrath J. Planning and scheduling in the process industry. OR Spectrum 24 (2002) 219-250
    • (2002) OR Spectrum , vol.24 , pp. 219-250
    • Kallrath, J.1
  • 30
    • 0027545176 scopus 로고
    • A general algorithm for short-term scheduling of batch operations-I. MILP formulation
    • Kondili E., Pantelides C., and Sargent R. A general algorithm for short-term scheduling of batch operations-I. MILP formulation. Computers & Chemical Engineering 17 (1993) 211-227
    • (1993) Computers & Chemical Engineering , vol.17 , pp. 211-227
    • Kondili, E.1    Pantelides, C.2    Sargent, R.3
  • 31
    • 1942532282 scopus 로고    scopus 로고
    • A new robust optimization approach for scheduling under uncertainty. I. Bounded uncertainty
    • Lin X., Janak S.L., and Floudas C.A. A new robust optimization approach for scheduling under uncertainty. I. Bounded uncertainty. Computers & Chemical Engineering 28 (2004) 1069-1085
    • (2004) Computers & Chemical Engineering , vol.28 , pp. 1069-1085
    • Lin, X.1    Janak, S.L.2    Floudas, C.A.3
  • 32
    • 1942500440 scopus 로고    scopus 로고
    • A MILP Framework for batch reactive scheduling with limited discrete resources. Dynamic scheduling in multiproduct batch plants
    • Mendez C.A., and Cerda J. A MILP Framework for batch reactive scheduling with limited discrete resources. Dynamic scheduling in multiproduct batch plants. Computers & Chemical Engineering 28 (2004) 1059-1068
    • (2004) Computers & Chemical Engineering , vol.28 , pp. 1059-1068
    • Mendez, C.A.1    Cerda, J.2
  • 34
    • 50549091754 scopus 로고    scopus 로고
    • Capturing dynamics in integrated supply chain management
    • Puigjaner L., and Lainez J.M. Capturing dynamics in integrated supply chain management. Computers & Chemical Engineering 32 (2008) 2582-2605
    • (2008) Computers & Chemical Engineering , vol.32 , pp. 2582-2605
    • Puigjaner, L.1    Lainez, J.M.2
  • 35
    • 0037319403 scopus 로고    scopus 로고
    • Applying the minimum risk criterion in stochastic recourse programs
    • Rijs M., and Schultz R. Applying the minimum risk criterion in stochastic recourse programs. Computational Optimization and Applications 24 (2003) 267-287
    • (2003) Computational Optimization and Applications , vol.24 , pp. 267-287
    • Rijs, M.1    Schultz, R.2
  • 36
    • 1942500439 scopus 로고    scopus 로고
    • Modelling and solving real-time scheduling problems by stochastic integer programming
    • Sand G., and Engell S. Modelling and solving real-time scheduling problems by stochastic integer programming. Computers & Chemical Engineering 28 (2004) 1087-1103
    • (2004) Computers & Chemical Engineering , vol.28 , pp. 1087-1103
    • Sand, G.1    Engell, S.2
  • 38
    • 0034661258 scopus 로고    scopus 로고
    • Approximation of an ideal online scheduler for a multiproduct batch plant
    • Sand G., Engell S., Schulz C., and Schultz R. Approximation of an ideal online scheduler for a multiproduct batch plant. Computers & Chemical Engineering 24 (2000) 361-367
    • (2000) Computers & Chemical Engineering , vol.24 , pp. 361-367
    • Sand, G.1    Engell, S.2    Schulz, C.3    Schultz, R.4
  • 39
    • 33847551675 scopus 로고    scopus 로고
    • Scheduling of a multi-product polymer batch plant
    • CACHE Publications pp. 75-90
    • Schulz C., Engell S., and Rudolf R. Scheduling of a multi-product polymer batch plant. Preprints FOCAPO (1998), CACHE Publications pp. 75-90
    • (1998) Preprints FOCAPO
    • Schulz, C.1    Engell, S.2    Rudolf, R.3
  • 40
    • 77950367774 scopus 로고    scopus 로고
    • Schulz, C. (2002). Modeling and optimization of a multiproduct processing plant, Dr.-Ing. Dissertation, Department of Chemical Engineering, Universität Dortmund, Shaker-Verlag, Aachen, Germany (in German).
    • Schulz, C. (2002). Modeling and optimization of a multiproduct processing plant, Dr.-Ing. Dissertation, Department of Chemical Engineering, Universität Dortmund, Shaker-Verlag, Aachen, Germany (in German).
  • 41
    • 0027545175 scopus 로고
    • A general algorithm for short-term scheduling of batch operations. II. Computational issues
    • Shah N., Pantelides C., and Sargent R. A general algorithm for short-term scheduling of batch operations. II. Computational issues. Computers & Chemical Engineering 17 2 (1993) 229-244
    • (1993) Computers & Chemical Engineering , vol.17 , Issue.2 , pp. 229-244
    • Shah, N.1    Pantelides, C.2    Sargent, R.3
  • 42
    • 38849126742 scopus 로고    scopus 로고
    • A multistage stochastic programming approach with strategies for uncertainty reduction in the synthesis of process networks with uncertain yields
    • Tarhan B., and Grossmann I.E. A multistage stochastic programming approach with strategies for uncertainty reduction in the synthesis of process networks with uncertain yields. Computers & Chemical Engineering 32 (2008) 766-788
    • (2008) Computers & Chemical Engineering , vol.32 , pp. 766-788
    • Tarhan, B.1    Grossmann, I.E.2
  • 43
    • 77950369980 scopus 로고    scopus 로고
    • Uncertainty conscious scheduling by two-stage stochastic optimization
    • Engell S. (Ed), Wiley-VCH, Weinheim
    • Till J., Sand G., and Engell S. Uncertainty conscious scheduling by two-stage stochastic optimization. In: Engell S. (Ed). Logistic optimization of chemical production processes (2008), Wiley-VCH, Weinheim 185-214
    • (2008) Logistic optimization of chemical production processes , pp. 185-214
    • Till, J.1    Sand, G.2    Engell, S.3
  • 44
    • 33847139824 scopus 로고    scopus 로고
    • A hybrid evolutionary algorithm for solving two-stage stochastic integer programs in chemical batch scheduling
    • Till J., Sand G., Urselmann M., and Engell S. A hybrid evolutionary algorithm for solving two-stage stochastic integer programs in chemical batch scheduling. Computers & Chemical Engineering 31 (2007) 630-647
    • (2007) Computers & Chemical Engineering , vol.31 , pp. 630-647
    • Till, J.1    Sand, G.2    Urselmann, M.3    Engell, S.4
  • 45
    • 77956720635 scopus 로고    scopus 로고
    • Stochastic integer programming in chemical batch scheduling: Evolution strategies vs. exact algorithms
    • Elsevier, Amsterdam pp. 1967-1972
    • Till J., Sand G., and Engell S. Stochastic integer programming in chemical batch scheduling: Evolution strategies vs. exact algorithms. Computer-Aided Chemical Engineering, vol. 21B (2006), Elsevier, Amsterdam pp. 1967-1972
    • (2006) Computer-Aided Chemical Engineering, vol. 21B
    • Till, J.1    Sand, G.2    Engell, S.3
  • 46
    • 77950371531 scopus 로고    scopus 로고
    • Tometzki, T. & Engell, S. (2010). Risk management in production planning under uncertainty by multi-objective hybrid evolutionary algorithms. Accepted for publication, ESCAPE 20, Ischia.
    • Tometzki, T. & Engell, S. (2010). Risk management in production planning under uncertainty by multi-objective hybrid evolutionary algorithms. Accepted for publication, ESCAPE 20, Ischia.
  • 47
    • 0034332903 scopus 로고    scopus 로고
    • A new approach for efficient rescheduling of multiproduct batch plants
    • Vin J.P., and Ierapetritou M. A new approach for efficient rescheduling of multiproduct batch plants. Industrial & Engineering Chemistry Research 39 (2000) 4228-4283
    • (2000) Industrial & Engineering Chemistry Research , vol.39 , pp. 4228-4283
    • Vin, J.P.1    Ierapetritou, M.2
  • 48
    • 0035904351 scopus 로고    scopus 로고
    • Robust short-term scheduling of multiproduct batch plants under demand uncertainty
    • Vin J.P., and Ierapetritou M. Robust short-term scheduling of multiproduct batch plants under demand uncertainty. Industrial & Engineering Chemistry Research 40 (2001) 4543-4554
    • (2001) Industrial & Engineering Chemistry Research , vol.40 , pp. 4543-4554
    • Vin, J.P.1    Ierapetritou, M.2
  • 49
    • 34548447064 scopus 로고    scopus 로고
    • Hierarchical approach for production planning and scheduling under uncertainty
    • Wu D., and Ierapetritou M. Hierarchical approach for production planning and scheduling under uncertainty. Chemical Engineering and Processing 46 (2007) 1129-1140
    • (2007) Chemical Engineering and Processing , vol.46 , pp. 1129-1140
    • Wu, D.1    Ierapetritou, M.2


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