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Volumn 48, Issue 15, 2009, Pages 7214-7231

Operational planning of large-scale industrial batch plants under demand due date and amount uncertainty. I. Robust optimization framework

Author keywords

[No Author keywords available]

Indexed keywords

BATCH PLANTS; DAILY PRODUCTION; DEMAND UNCERTAINTY; DUE DATES; INDUSTRIAL CASE STUDY; MULTI-PRODUCTS; MULTIPURPOSE BATCH PLANTS; OPERATIONAL PLANNING; PLANNING MODELS; PRODUCTION TARGETS; RAW MATERIAL REQUIREMENTS; ROBUST OPTIMIZATION; TIME HORIZONS;

EID: 68849109211     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie9001124     Document Type: Article
Times cited : (50)

References (55)
  • 1
    • 0442264226 scopus 로고    scopus 로고
    • Operational Plannning and Scheduling in the Process Industry
    • Kallrath, J. Operational Plannning and Scheduling in the Process Industry. OR Spectrum 2002, 24, 219.
    • (2002) OR Spectrum , vol.24 , pp. 219
    • Kallrath, J.1
  • 4
    • 0030417871 scopus 로고    scopus 로고
    • Decomposition Techniques for the Solution of Large-Scale Scheduling Problems
    • Basset, M. H.; Pekney, J. F.; Reklaitis, G. V. Decomposition Techniques for the Solution of Large-Scale Scheduling Problems. Proc. Sys. Eng. 1996, 42, 3373.
    • (1996) Proc. Sys. Eng , vol.42 , pp. 3373
    • Basset, M.H.1    Pekney, J.F.2    Reklaitis, G.V.3
  • 5
    • 19044376949 scopus 로고    scopus 로고
    • Campaign operational planning for multi-stage batch processes in the chemical industry
    • Grunow, M.; Gunther, H. O.; Lehmann, M. Campaign operational planning for multi-stage batch processes in the chemical industry. OR Spectrum 2002, 24, 281.
    • (2002) OR Spectrum , vol.24 , pp. 281
    • Grunow, M.1    Gunther, H.O.2    Lehmann, M.3
  • 8
    • 0034675403 scopus 로고    scopus 로고
    • Optimal Operational planning in Large Multi-Site Production Networks
    • Kallrath, J.; Timpe, C. H. Optimal Operational planning in Large Multi-Site Production Networks. Eur. J. Oper. Res. 2000, 126, 422.
    • (2000) Eur. J. Oper. Res , vol.126 , pp. 422
    • Kallrath, J.1    Timpe, C.H.2
  • 9
    • 0442265758 scopus 로고    scopus 로고
    • Combined Strategic and Operational planning - An MILP Success Story in Chemical Industry
    • Kallrath, J. Combined Strategic and Operational planning - An MILP Success Story in Chemical Industry. OR Spectrum 2002, 24, 315.
    • (2002) OR Spectrum , vol.24 , pp. 315
    • Kallrath, J.1
  • 10
    • 28244497735 scopus 로고    scopus 로고
    • Solving Planning and Design Problems in the Process Industry Using Mixed Integer and Global Optimization
    • Kallrath, J. Solving Planning and Design Problems in the Process Industry Using Mixed Integer and Global Optimization. Ann. Oper. Res. 2005, 140, 339.
    • (2005) Ann. Oper. Res , vol.140 , pp. 339
    • Kallrath, J.1
  • 12
    • 49249099572 scopus 로고    scopus 로고
    • Integrated Operational Planning and Medium-Term Scheduling for Large-Scale Industrial Batch Plants
    • Verderame, P. M.; Floudas, C. A. Integrated Operational Planning and Medium-Term Scheduling for Large-Scale Industrial Batch Plants. Ind. Eng. Chem. Res. 2008, 47, 4845.
    • (2008) Ind. Eng. Chem. Res , vol.47 , pp. 4845
    • Verderame, P.M.1    Floudas, C.A.2
  • 13
    • 1942500445 scopus 로고    scopus 로고
    • Optimization under uncertainty: State-of-the-art and opportunities
    • Sahinidis, N. V. Optimization under uncertainty: state-of-the-art and opportunities. Comput. Chem. Eng. 2004, 28, 971.
    • (2004) Comput. Chem. Eng , vol.28 , pp. 971
    • Sahinidis, N.V.1
  • 14
    • 38849148294 scopus 로고    scopus 로고
    • Process scheduling under uncertainty: Review and challenges
    • Li, Z.; Ierapetritou, M. Process scheduling under uncertainty: Review and challenges. Comput. Chem. Eng. 2008, 32, 715.
    • (2008) Comput. Chem. Eng , vol.32 , pp. 715
    • Li, Z.1    Ierapetritou, M.2
  • 15
    • 4143144381 scopus 로고    scopus 로고
    • A simulation based optimization approach to supply chain management under demand uncertainty
    • Joung, J. Y.; Blau, G.; Pekny, J. F.; Reklaitis, G. V.; Eversdyk, D. A simulation based optimization approach to supply chain management under demand uncertainty. Comput. Chem. Eng. 2004, 28, 2087.
    • (2004) Comput. Chem. Eng , vol.28 , pp. 2087
    • Joung, J.Y.1    Blau, G.2    Pekny, J.F.3    Reklaitis, G.V.4    Eversdyk, D.5
  • 16
    • 34548447064 scopus 로고    scopus 로고
    • Heirarchical approach for production planning and scheduling under uncertainty
    • Wu, D.; Ierapetritou, M. Heirarchical approach for production planning and scheduling under uncertainty. Chem. Eng. Process. 2007, 46, 1129.
    • (2007) Chem. Eng. Process , vol.46 , pp. 1129
    • Wu, D.1    Ierapetritou, M.2
  • 17
    • 45149113095 scopus 로고    scopus 로고
    • A stochastic programming approach for clinical trial planning in new drug development
    • Colvin, M.; Maravelias, C. T. A stochastic programming approach for clinical trial planning in new drug development. Comput. Chem. Eng. 2008, 32, 2626.
    • (2008) Comput. Chem. Eng , vol.32 , pp. 2626
    • Colvin, M.1    Maravelias, C.T.2
  • 18
    • 0033874545 scopus 로고    scopus 로고
    • An application-oriented view of modeling uncertainty
    • Zimmermann, H. J. An application-oriented view of modeling uncertainty. Eur. J. Oper. Res. 2000, 122, 190.
    • (2000) Eur. J. Oper. Res , vol.122 , pp. 190
    • Zimmermann, H.J.1
  • 19
    • 0032075809 scopus 로고    scopus 로고
    • Robust Process Planning under Uncertainty
    • Ahmed, S.; Sahinidis, N. Robust Process Planning under Uncertainty. Ind. Eng. Chem. Res. 1998, 37, 1883.
    • (1998) Ind. Eng. Chem. Res , vol.37 , pp. 1883
    • Ahmed, S.1    Sahinidis, N.2
  • 20
    • 0034387708 scopus 로고    scopus 로고
    • Mid-term supply chain planning under demand uncertainty: Customer demand satisfaction and inventory management
    • Gupta, A.; Maranas, C. D.; McDonald, C. Mid-term supply chain planning under demand uncertainty: customer demand satisfaction and inventory management. Comput. Chem. Eng. 2000, 24, 2613.
    • (2000) Comput. Chem. Eng , vol.24 , pp. 2613
    • Gupta, A.1    Maranas, C.D.2    McDonald, C.3
  • 21
    • 0034306197 scopus 로고    scopus 로고
    • A Two-Stage Modeling and Solution Framework for Multisite Midterm Planning under Demand Uncertainty
    • Gupta, A.; Maranas, C. D. A Two-Stage Modeling and Solution Framework for Multisite Midterm Planning under Demand Uncertainty. Ind. Eng. Chem. Res. 2000, 39, 3799.
    • (2000) Ind. Eng. Chem. Res , vol.39 , pp. 3799
    • Gupta, A.1    Maranas, C.D.2
  • 22
    • 0030686008 scopus 로고    scopus 로고
    • A disaggregation algorithm for the optimization of stochastic planning models
    • Clay, R. L.; Grossmann, I. E. A disaggregation algorithm for the optimization of stochastic planning models. Comput. Chem. Eng. 1997, 21, 751.
    • (1997) Comput. Chem. Eng , vol.21 , pp. 751
    • Clay, R.L.1    Grossmann, I.E.2
  • 23
    • 0002395681 scopus 로고
    • Chance-constrained programming
    • Charnes, A.; Cooper, W. W. Chance-constrained programming. Manage. Sci. 1959, 6, 73.
    • (1959) Manage. Sci , vol.6 , pp. 73
    • Charnes, A.1    Cooper, W.W.2
  • 24
    • 84947382427 scopus 로고
    • Chance constraints and normal deviates
    • Charnes, A.; Cooper, W. W. Chance constraints and normal deviates. J. Am. Stat. Assoc. 1962, 57, 134.
    • (1962) J. Am. Stat. Assoc , vol.57 , pp. 134
    • Charnes, A.1    Cooper, W.W.2
  • 25
    • 0002431201 scopus 로고
    • Deterministic equivalents for optimizing and satisficing under chance constraints
    • Charnes, A.; Cooper, W. W. Deterministic equivalents for optimizing and satisficing under chance constraints. Oper. Res. 1963, 11, 18.
    • (1963) Oper. Res , vol.11 , pp. 18
    • Charnes, A.1    Cooper, W.W.2
  • 26
    • 0031271861 scopus 로고    scopus 로고
    • Multiperiod Planning and Scheduling of Multiproduct Batch Plants under Demand Uncertainty
    • Petkov, S. B.; Maranas, C. D. Multiperiod Planning and Scheduling of Multiproduct Batch Plants under Demand Uncertainty. Ind. Eng. Chem. Res. 1997, 36, 4864.
    • (1997) Ind. Eng. Chem. Res , vol.36 , pp. 4864
    • Petkov, S.B.1    Maranas, C.D.2
  • 27
    • 52949103673 scopus 로고    scopus 로고
    • Design of responsive supply chains under demand uncertainty
    • You, F.; Grossmann, I. E. Design of responsive supply chains under demand uncertainty. Comput. Chem. Eng. 2008, 32, 3090.
    • (2008) Comput. Chem. Eng , vol.32 , pp. 3090
    • You, F.1    Grossmann, I.E.2
  • 28
    • 35548930795 scopus 로고    scopus 로고
    • Chance constrained programming approach to process optimization under uncertainty
    • Li, P.; Arellano-Garcia, H.; Wozny, G. Chance constrained programming approach to process optimization under uncertainty. Comput. Chem. Eng. 2008, 32, 25.
    • (2008) Comput. Chem. Eng , vol.32 , pp. 25
    • Li, P.1    Arellano-Garcia, H.2    Wozny, G.3
  • 30
    • 0032664938 scopus 로고    scopus 로고
    • Robust solutions of uncertain linear programs
    • Ben-Tal, A.; Nemirovski, A. Robust solutions of uncertain linear programs. Oper. Res. Lett. 1999, 25, 1.
    • (1999) Oper. Res. Lett , vol.25 , pp. 1
    • Ben-Tal, A.1    Nemirovski, A.2
  • 31
    • 0442266090 scopus 로고    scopus 로고
    • Robust solutions of linear programming problems contaminated with uncertain data
    • Ben-Tal, A.; Nemirovski, A. Robust solutions of linear programming problems contaminated with uncertain data. Math. Prog. A 2000, 88, 411.
    • (2000) Math. Prog. A , vol.88 , pp. 411
    • Ben-Tal, A.1    Nemirovski, A.2
  • 33
    • 0031536271 scopus 로고    scopus 로고
    • Robust solutions to least-square problems with uncertain data
    • Ghaoui, L. H. E. Robust solutions to least-square problems with uncertain data. SIAM J. Matrix Anal. Appl. 1997, 18, 1035.
    • (1997) SIAM J. Matrix Anal. Appl , vol.18 , pp. 1035
    • Ghaoui, L.H.E.1
  • 34
    • 0032252302 scopus 로고    scopus 로고
    • Robust solutions to uncertain semidefinite programs
    • Ghaoui, L. H. E.; Oustry, F.; Lebret, H. Robust solutions to uncertain semidefinite programs. SIAM J. Opt. 1998, 9, 33.
    • (1998) SIAM J. Opt , vol.9 , pp. 33
    • Ghaoui, L.H.E.1    Oustry, F.2    Lebret, H.3
  • 35
    • 1942532282 scopus 로고    scopus 로고
    • Lin, X.; Janak, S. L.; Floudas, C. A. A new robust optimization approach for scheduling under uncertainty: I. Bounded uncertainty. Comput. Chem. Eng. 2004, 28, 1069.
    • Lin, X.; Janak, S. L.; Floudas, C. A. A new robust optimization approach for scheduling under uncertainty: I. Bounded uncertainty. Comput. Chem. Eng. 2004, 28, 1069.
  • 36
    • 33845624253 scopus 로고    scopus 로고
    • Janak, S. L.; Lin, X.; Floudas, C. A. A new robust optimization approach for scheduling under uncertainty: II. Uncertainty with known probability distribution. Comput. Chem. Eng. 2007, 31, 171.
    • Janak, S. L.; Lin, X.; Floudas, C. A. A new robust optimization approach for scheduling under uncertainty: II. Uncertainty with known probability distribution. Comput. Chem. Eng. 2007, 31, 171.
  • 37
    • 84870613023 scopus 로고    scopus 로고
    • Robust discrete optimization and network flows
    • Bertsimas, D.; Sim, M. Robust discrete optimization and network flows. Math. Prog. B 2003, 98, 49.
    • (2003) Math. Prog. B , vol.98 , pp. 49
    • Bertsimas, D.1    Sim, M.2
  • 38
    • 3042762207 scopus 로고    scopus 로고
    • The price of robustness
    • Bertsimas, D.; Sim, M. The price of robustness. Oper. Res. 2004, 52, 35.
    • (2004) Oper. Res , vol.52 , pp. 35
    • Bertsimas, D.1    Sim, M.2
  • 39
    • 3042814297 scopus 로고    scopus 로고
    • Robust linear optimization under general norms
    • Bertsimas, D.; Pachamanova, D.; Sim, M. Robust linear optimization under general norms. Oper. Res. Lett. 2004, 32, 510.
    • (2004) Oper. Res. Lett , vol.32 , pp. 510
    • Bertsimas, D.1    Pachamanova, D.2    Sim, M.3
  • 40
    • 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.; Vormbrock, N. Production Scheduling of a Large-Scale Industrial Batch Plant. I. Short-Term and Medium-Term Scheduling. Ind. Eng. Chem. Res. 2006, 45, 8234.
    • (2006) Ind. Eng. Chem. Res , vol.45 , pp. 8234
    • Janak, S.L.1    Floudas, C.A.2    Kallrath, J.3    Vormbrock, N.4
  • 41
    • 33846071077 scopus 로고    scopus 로고
    • Production Scheduling of a Large-Scale Industrial Batch Plant. II. Reactive Scheduling
    • Janak, S. L.; Floudas, C. A.; Kallrath, J.; Vormbrock, N. Production Scheduling of a Large-Scale Industrial Batch Plant. II. Reactive Scheduling. Ind. Eng. Chem. Res. 2006, 45, 8253.
    • (2006) Ind. Eng. Chem. Res , vol.45 , pp. 8253
    • Janak, S.L.1    Floudas, C.A.2    Kallrath, J.3    Vormbrock, N.4
  • 42
    • 1142273267 scopus 로고
    • Linear Regression and Correlation
    • 3rd ed, Van Nostrand: Princeton, NJ, Chapter 15
    • Kenney, J. F.; Keeping, E. S. Linear Regression and Correlation. In Mathematics of Statistics, 3rd ed.; Van Nostrand: Princeton, NJ, 1962; part 1, Chapter 15.
    • (1962) Mathematics of Statistics , Issue.PART 1
    • Kenney, J.F.1    Keeping, E.S.2
  • 44
  • 45
    • 0032216021 scopus 로고    scopus 로고
    • Effective Continuous-Time Formulation for Short-Term Scheduling. 1. Multipurpose Batch Processes
    • Ierapetritou, M. G.; Floudas, C. A. Effective Continuous-Time Formulation for Short-Term Scheduling. 1. Multipurpose Batch Processes. Ind. Eng. Chem. Res. 1998a, 37, 4341.
    • (1998) Ind. Eng. Chem. Res , vol.37 , pp. 4341
    • Ierapetritou, M.G.1    Floudas, C.A.2
  • 46
    • 0032216046 scopus 로고    scopus 로고
    • Effective Continuous-Time Formulation for Short-Term Scheduling. 2. Continuous and Semicontinuous Processes
    • Ierapetritou, M. G.; Floudas, C. A. Effective Continuous-Time Formulation for Short-Term Scheduling. 2. Continuous and Semicontinuous Processes. Ind. Eng. Chem. Res. 1998b, 37, 4360.
    • (1998) Ind. Eng. Chem. Res , vol.37 , pp. 4360
    • Ierapetritou, M.G.1    Floudas, C.A.2
  • 47
    • 0032877613 scopus 로고    scopus 로고
    • Effective Continuous-Time Formulation for Short-term Scheduling. 3. Multiple Intermediate Due Dates
    • Ierapetritou, M. G.; Hene′, T. S.; Floudas, C. A. Effective Continuous-Time Formulation for Short-term Scheduling. 3. Multiple Intermediate Due Dates. Ind. Eng. Chem. Res. 1999, 38, 3446.
    • (1999) Ind. Eng. Chem. Res , vol.38 , pp. 3446
    • Ierapetritou, M.G.1    Hene′, T.S.2    Floudas, C.A.3
  • 48
    • 0035340986 scopus 로고    scopus 로고
    • Synthesis and Scheduling of Multipurpose Batch Plants via an Effective Continuous-Time Formulation
    • Lin, X.; Floudas, C. Design, Synthesis and Scheduling of Multipurpose Batch Plants via an Effective Continuous-Time Formulation. Comput. Chem. Eng. 2001, 25, 665.
    • (2001) Comput. Chem. Eng , vol.25 , pp. 665
    • Lin, X.1    Floudas2    Design, C.3
  • 49
    • 0037036735 scopus 로고    scopus 로고
    • Continuous-Time Optimization Approach for Medium-Range Production Scheduling of a Multiproduct Batch Plant
    • Lin, X.; Floudas, C. A.; Modi, S.; Juhasz, N. M. Continuous-Time Optimization Approach for Medium-Range Production Scheduling of a Multiproduct Batch Plant. Ind. Eng. Chem. Res. 2002, 41, 3884.
    • (2002) Ind. Eng. Chem. Res , vol.41 , pp. 3884
    • Lin, X.1    Floudas, C.A.2    Modi, S.3    Juhasz, N.M.4
  • 50
    • 2442436591 scopus 로고    scopus 로고
    • Enhanced Continuous-Time Unit-Specific Event-Based Formulation for Short-Term Scheduling of Multipurpose Batch Processes: Resource Constraints and Mixed Storage Policies
    • Janak, S. L.; Lin, X.; Floudas, C. A. Enhanced Continuous-Time Unit-Specific Event-Based Formulation for Short-Term Scheduling of Multipurpose Batch Processes: Resource Constraints and Mixed Storage Policies. Ind. Eng. Chem. Res. 2004, 43, 2516.
    • (2004) Ind. Eng. Chem. Res , vol.43 , pp. 2516
    • Janak, S.L.1    Lin, X.2    Floudas, C.A.3
  • 51
    • 33748760882 scopus 로고    scopus 로고
    • Continuous-Time Models for Short-Term Scheduling of Multipurpose Batch Plants: A Comparative Study
    • Shaik, M. A.; Janak, S. L.; Floudas, C. A. Continuous-Time Models for Short-Term Scheduling of Multipurpose Batch Plants: A Comparative Study. Ind. Eng. Chem. Res. 2006, 45, 6190.
    • (2006) Ind. Eng. Chem. Res , vol.45 , pp. 6190
    • Shaik, M.A.1    Janak, S.L.2    Floudas, C.A.3
  • 52
    • 35549009402 scopus 로고    scopus 로고
    • Unit-Specific event-based continuous-time approach for short-term scheduling of batch plants using RTN framework
    • Shaik, M. A.; Floudas, C. A. Unit-Specific event-based continuous-time approach for short-term scheduling of batch plants using RTN framework. Comput. Chem. Eng. 2008, 32, 260.
    • (2008) Comput. Chem. Eng , vol.32 , pp. 260
    • Shaik, M.A.1    Floudas, C.A.2
  • 53
    • 38849197825 scopus 로고    scopus 로고
    • Improving unit-specific event based continuous-time approaches for batch processes: Integrality gap and task splitting
    • Janak, S. L.; Floudas, C. A. Improving unit-specific event based continuous-time approaches for batch processes: Integrality gap and task splitting. Comput. Chem. Eng. 2008, 32, 913.
    • (2008) Comput. Chem. Eng , vol.32 , pp. 913
    • Janak, S.L.1    Floudas, C.A.2
  • 54
    • 59249096047 scopus 로고    scopus 로고
    • Production scheduling of a large-scale industrial continuous plant: Short-term and medium-term scheduling
    • Shaik, M. A.; Floudas, C. A.; Kallrath, J.; Pitz, H. Production scheduling of a large-scale industrial continuous plant: Short-term and medium-term scheduling. Comput. Chem. Eng. 2009, 33, 670.
    • (2009) Comput. Chem. Eng , vol.33 , pp. 670
    • Shaik, M.A.1    Floudas, C.A.2    Kallrath, J.3    Pitz, H.4
  • 55
    • 65349119397 scopus 로고    scopus 로고
    • Novel Unified Modeling Approach for Short-Term Scheduling
    • Shaik, M. A.; Floudas, C. A. Novel Unified Modeling Approach for Short-Term Scheduling. Ind. Eng. Chem. Res. 2009, 48, 2947.
    • (2009) Ind. Eng. Chem. Res , vol.48 , pp. 2947
    • Shaik, M.A.1    Floudas, C.A.2


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