메뉴 건너뛰기




Volumn 47, Issue , 2012, Pages 121-133

Optimal operation: Scheduling, advanced control and their integration

Author keywords

Advanced control; Industrial challenges; Integration; Moving horizon techniques; Online optimization; Scheduling

Indexed keywords

ADVANCED CONTROL; FUNCTIONAL HIERARCHY; INDUSTRIAL CHALLENGES; INDUSTRIAL REQUIREMENTS; MOVING HORIZON; ONLINE OPTIMIZATION; OPTIMAL OPERATION; PLANT OPERATIONS; PRODUCTION SYSTEM; TWO DOMAINS;

EID: 84869506805     PISSN: 00981354     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compchemeng.2012.06.039     Document Type: Article
Times cited : (133)

References (105)
  • 2
    • 34447284944 scopus 로고    scopus 로고
    • A review on evolution of production scheduling with neural networks
    • Akyol D.E., Bayhan G.M. A review on evolution of production scheduling with neural networks. Computers & Industrial Engineering 2007, 53:95-122.
    • (2007) Computers & Industrial Engineering , vol.53 , pp. 95-122
    • Akyol, D.E.1    Bayhan, G.M.2
  • 5
    • 84869499901 scopus 로고    scopus 로고
    • Collaborative production management systems for the process industries
    • ARC Advisory Group
    • ARC Advisory Group Collaborative production management systems for the process industries. Worldwide outlook: Market analysis and forecast through 2013 2009.
    • (2009) Worldwide outlook: Market analysis and forecast through 2013
  • 7
    • 33847127513 scopus 로고    scopus 로고
    • Model based operation of emulsion polymerization reactors with evaporative cooling: Application to vinyl acetate homopolymerization
    • Arora S., Gesthuisen R., Engell S. Model based operation of emulsion polymerization reactors with evaporative cooling: Application to vinyl acetate homopolymerization. Computers & Chemical Engineering 2007, 31:552-564.
    • (2007) Computers & Chemical Engineering , vol.31 , pp. 552-564
    • Arora, S.1    Gesthuisen, R.2    Engell, S.3
  • 8
    • 3042702298 scopus 로고    scopus 로고
    • Approximation of multistage stochastic optimization in multiperiod batch plant scheduling under demand uncertainty
    • Balasubramanian J., Grossmann I.E. Approximation of multistage stochastic optimization in multiperiod batch plant scheduling under demand uncertainty. Industrial and Engineering Chemistry Research 2004, 43:3695-3713.
    • (2004) Industrial and Engineering Chemistry Research , vol.43 , pp. 3695-3713
    • Balasubramanian, J.1    Grossmann, I.E.2
  • 10
    • 70249104566 scopus 로고    scopus 로고
    • MPEC strategies for optimization of a class of hybrid dynamic systems
    • Baumrucker B.T., Biegler L.T. MPEC strategies for optimization of a class of hybrid dynamic systems. Journal of Process Control 2009, 19:1248-1256.
    • (2009) Journal of Process Control , vol.19 , pp. 1248-1256
    • Baumrucker, B.T.1    Biegler, L.T.2
  • 11
    • 0033097938 scopus 로고    scopus 로고
    • Control of systems integrating logic, dynamics and constraints
    • Bemporad A., Morari M. Control of systems integrating logic, dynamics and constraints. Automatica 1999, 35:407-427.
    • (1999) Automatica , vol.35 , pp. 407-427
    • Bemporad, A.1    Morari, M.2
  • 12
    • 44349122057 scopus 로고    scopus 로고
    • Constrained optimal feedback control of systems governed by large differential algebraic equations
    • SIAM, Philadelphia, L. Biegler, O. Ghattas, M. Heinkenschloss, D. Keyes, B. van Bloemen Waanders (Eds.)
    • Bock H.G., Diehl M., Kostina E., Schlöder J.P. Constrained optimal feedback control of systems governed by large differential algebraic equations. Real-time PDE-constrained optimization 2007, 3-24. SIAM, Philadelphia. L. Biegler, O. Ghattas, M. Heinkenschloss, D. Keyes, B. van Bloemen Waanders (Eds.).
    • (2007) Real-time PDE-constrained optimization , pp. 3-24
    • Bock, H.G.1    Diehl, M.2    Kostina, E.3    Schlöder, J.P.4
  • 14
    • 33847129277 scopus 로고    scopus 로고
    • Dynamic predictive scheduling of operational strategies for continuous processes using mixed-logic dynamic optimization
    • Busch J., Oldenburg J., Santos M., Cruse A., Marquardt W. Dynamic predictive scheduling of operational strategies for continuous processes using mixed-logic dynamic optimization. Computers & Chemical Engineering 2007, 31:574-587.
    • (2007) Computers & Chemical Engineering , vol.31 , pp. 574-587
    • Busch, J.1    Oldenburg, J.2    Santos, M.3    Cruse, A.4    Marquardt, W.5
  • 17
    • 0032674969 scopus 로고    scopus 로고
    • Dual decomposition in stochastic integer programming
    • Carøe C., Schultz R. Dual decomposition in stochastic integer programming. Operations Research Letters 1999, 24:37-45.
    • (1999) Operations Research Letters , vol.24 , pp. 37-45
    • Carøe, C.1    Schultz, R.2
  • 20
    • 0027561449 scopus 로고
    • Temperature control of semi-batch polymerization reactors
    • Chylla R., Haase D. Temperature control of semi-batch polymerization reactors. Computers & Chemical Engineering 1993, 17:257-264.
    • (1993) Computers & Chemical Engineering , vol.17 , pp. 257-264
    • Chylla, R.1    Haase, D.2
  • 21
    • 80855139845 scopus 로고    scopus 로고
    • Large-scale integration of renewable and distributed generation of electricity in Spain: Current situation and future needs
    • Cossent R., Gómez T., Olmos L. Large-scale integration of renewable and distributed generation of electricity in Spain: Current situation and future needs. Energy Policy 2011, 10.1016/j.enpol.2011.09.069.
    • (2011) Energy Policy
    • Cossent, R.1    Gómez, T.2    Olmos, L.3
  • 22
    • 77950368077 scopus 로고    scopus 로고
    • Medium-term planning of a multiproduct batch plant under evolving multi-period multi-uncertainty by means of a moving horizon strategy
    • Cui J., Engell S. Medium-term planning of a multiproduct batch plant under evolving multi-period multi-uncertainty by means of a moving horizon strategy. Computers & Chemical Engineering 2010, 34:598-619.
    • (2010) Computers & Chemical Engineering , vol.34 , pp. 598-619
    • Cui, J.1    Engell, S.2
  • 27
    • 0036604963 scopus 로고    scopus 로고
    • Realtime optimization and nonlinear model predictive control of processes governed by differential-algebraic equations
    • Diehl M., Bock H.G., Schlöder J., Findeisen R., Nagy Z., Allgöwer F. Realtime optimization and nonlinear model predictive control of processes governed by differential-algebraic equations. Journal of Process Control 2002, 12(4):577-585.
    • (2002) Journal of Process Control , vol.12 , Issue.4 , pp. 577-585
    • Diehl, M.1    Bock, H.G.2    Schlöder, J.3    Findeisen, R.4    Nagy, Z.5    Allgöwer, F.6
  • 28
    • 27644484188 scopus 로고    scopus 로고
    • A real-time iteration scheme for nonlinear optimization in optimal feedback control
    • Diehl M., Bock H.G., Schlöder J.P. A real-time iteration scheme for nonlinear optimization in optimal feedback control. SIAM Journal of Control Optimization 2005, 43:1714-1736.
    • (2005) SIAM Journal of Control Optimization , vol.43 , pp. 1714-1736
    • Diehl, M.1    Bock, H.G.2    Schlöder, J.P.3
  • 29
  • 30
    • 0442266085 scopus 로고    scopus 로고
    • Online scheduling of multiproduct batch plants under uncertainty
    • Springer, M. Groetschel, S.O. Krumke, J. Rambau (Eds.)
    • Engell S., Märkert A., Sand G., Schultz R., Schulz C. Online scheduling of multiproduct batch plants under uncertainty. Online optimization of large scale systems 2001, 649-676. Springer. M. Groetschel, S.O. Krumke, J. Rambau (Eds.).
    • (2001) Online optimization of large scale systems , pp. 649-676
    • Engell, S.1    Märkert, A.2    Sand, G.3    Schultz, R.4    Schulz, C.5
  • 31
    • 79960706499 scopus 로고    scopus 로고
    • A methodology for control structure selection based on rigorous process models
    • [Paper Code Tu-E14-TO/6]
    • Engell S., Scharf T., Völker M. A methodology for control structure selection based on rigorous process models. Proceedings of the 16th IFAC World Congress 2005, [Paper Code Tu-E14-TO/6].
    • (2005) Proceedings of the 16th IFAC World Congress
    • Engell, S.1    Scharf, T.2    Völker, M.3
  • 32
    • 33846805549 scopus 로고    scopus 로고
    • Feedback control for optimal process operation
    • Engell S. Feedback control for optimal process operation. Journal of Process Control 2007, 17:203-219.
    • (2007) Journal of Process Control , vol.17 , pp. 203-219
    • Engell, S.1
  • 35
    • 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., Puigjaner L. A novel continuous-time MILP approach for short-term scheduling of multipurpose pipeless batch plants. Proceedings of ESCAPE, 2007, vol. 17 2007, 595-601. Elsevier.
    • (2007) Proceedings of ESCAPE, 2007, vol. 17 , pp. 595-601
    • Ferrer-Nadal, S.1    Mendez, C.A.2    Graells, M.3    Puigjaner, L.4
  • 37
    • 17744392625 scopus 로고    scopus 로고
    • Use of measurements for enforcing the necessary conditions of optimality in the presence of constraints and uncertainty
    • Francois G., Srinivasan B., Bonvin D. Use of measurements for enforcing the necessary conditions of optimality in the presence of constraints and uncertainty. Journal of Process Control 2005, 15:701-712.
    • (2005) Journal of Process Control , vol.15 , pp. 701-712
    • Francois, G.1    Srinivasan, B.2    Bonvin, D.3
  • 38
    • 84869504783 scopus 로고    scopus 로고
    • Frost, & Sullivan World Manufacturing Execution Systems (MES) Market, N668-10, October 2010.
    • Frost, & Sullivan (2010). World Manufacturing Execution Systems (MES) Market, N668-10, October 2010.
    • (2010)
  • 39
    • 2942515923 scopus 로고    scopus 로고
    • Using model predictive control and hybrid systems for optimal scheduling of industrial processes
    • Gallestey E., Stothert A., Castagnoli D., Ferrari-Trecate G., Morari M. Using model predictive control and hybrid systems for optimal scheduling of industrial processes. Automatisierungstechnik 2003, 51(6):285-293.
    • (2003) Automatisierungstechnik , vol.51 , Issue.6 , pp. 285-293
    • Gallestey, E.1    Stothert, A.2    Castagnoli, D.3    Ferrari-Trecate, G.4    Morari, M.5
  • 40
    • 18244385985 scopus 로고    scopus 로고
    • Iterative set-point optimisation of batch chromatography
    • Gao W., Engell S. Iterative set-point optimisation of batch chromatography. Computers & Chemical Engineering 2005, 29:1401-1410.
    • (2005) Computers & Chemical Engineering , vol.29 , pp. 1401-1410
    • Gao, W.1    Engell, S.2
  • 41
    • 8344267907 scopus 로고    scopus 로고
    • A hierarchical control scheme for time optimal operation of semi-batch emulsion polymerizations
    • Gesthuisen R., Krämer S., Engell S. A hierarchical control scheme for time optimal operation of semi-batch emulsion polymerizations. Industrial & Engineering Chemistry Research 2004, 43:7410-7427.
    • (2004) Industrial & Engineering Chemistry Research , vol.43 , pp. 7410-7427
    • Gesthuisen, R.1    Krämer, S.2    Engell, S.3
  • 42
    • 84889429780 scopus 로고    scopus 로고
    • Integrated short and midterm scheduling of chemical production processes - a case study
    • Wiley-VCH, S. Engell (Ed.)
    • Göbelt M., Kasper T., Sürie C. Integrated short and midterm scheduling of chemical production processes - a case study. Logistics of chemical production processes 2008, 239-261. Wiley-VCH. S. Engell (Ed.).
    • (2008) Logistics of chemical production processes , pp. 239-261
    • Göbelt, M.1    Kasper, T.2    Sürie, C.3
  • 43
    • 33646205269 scopus 로고    scopus 로고
    • Feedforward control with online parameter estimation applied to the Chylla-Haase Reactor Benchmark
    • Graichen K., Hagenmeyer V., Zeitz M. Feedforward control with online parameter estimation applied to the Chylla-Haase Reactor Benchmark. Journal of Process Control 2006, 16:733-745.
    • (2006) Journal of Process Control , vol.16 , pp. 733-745
    • Graichen, K.1    Hagenmeyer, V.2    Zeitz, M.3
  • 44
    • 14544306821 scopus 로고    scopus 로고
    • Stochastic unit commitment in hydrothermal power production planning
    • SIAM, Philadelphia, S.W. Wallace, W.T. Ziemba (Eds.) Applications of stochastic programming
    • Gröwe-Kuska N., Römisch W., Ortuno T.M. Stochastic unit commitment in hydrothermal power production planning. MPS-SIAM series in optimization 2005, 633-653. SIAM, Philadelphia. S.W. Wallace, W.T. Ziemba (Eds.).
    • (2005) MPS-SIAM series in optimization , pp. 633-653
    • Gröwe-Kuska, N.1    Römisch, W.2    Ortuno, T.M.3
  • 45
  • 46
    • 0035890549 scopus 로고    scopus 로고
    • A decomposition approach for the scheduling of a steel plant production
    • Harjunkoski I., Grossmann I.E. A decomposition approach for the scheduling of a steel plant production. Computers & Chemical Engineering 2001, 25:1647-1660.
    • (2001) Computers & Chemical Engineering , vol.25 , pp. 1647-1660
    • Harjunkoski, I.1    Grossmann, I.E.2
  • 50
    • 0032216021 scopus 로고    scopus 로고
    • Effective continuous-time formulation for short-term scheduling. 1. Multipurpose batch processes
    • Ierapetritou M., Floudas C.A. Effective continuous-time formulation for short-term scheduling. 1. Multipurpose batch processes. Industrial and Engineering Chemistry Research 1998, 37:4341-4359.
    • (1998) Industrial and Engineering Chemistry Research , vol.37 , pp. 4341-4359
    • Ierapetritou, M.1    Floudas, C.A.2
  • 54
    • 50549101227 scopus 로고    scopus 로고
    • Hierarchical decomposition heuristic for scheduling: Coordinated reasoning for decentralized and distributed decision-making problems
    • Kelly J.D., Zyngier D. Hierarchical decomposition heuristic for scheduling: Coordinated reasoning for decentralized and distributed decision-making problems. Computers & Chemical Engineering 2008, 32:2684-2705.
    • (2008) Computers & Chemical Engineering , vol.32 , pp. 2684-2705
    • Kelly, J.D.1    Zyngier, D.2
  • 55
    • 0027545176 scopus 로고
    • A general algorithm for shortterm scheduling of batch operations. I. MILP formulation
    • Kondili E., Pantelides C.C., Sargent R. A general algorithm for shortterm scheduling of batch operations. I. MILP formulation. Computers & Chemical Engineering 1993, 17:211.
    • (1993) Computers & Chemical Engineering , vol.17 , pp. 211
    • Kondili, E.1    Pantelides, C.C.2    Sargent, R.3
  • 56
    • 79961018014 scopus 로고    scopus 로고
    • Engineering of online optimizing control - a case study: Reactive SMB chromatography
    • Küpper A., Engell S. Engineering of online optimizing control - a case study: Reactive SMB chromatography. Proceedings of the 17th IFAC World Congress 2008, 964-969.
    • (2008) Proceedings of the 17th IFAC World Congress , pp. 964-969
    • Küpper, A.1    Engell, S.2
  • 57
    • 70349486921 scopus 로고    scopus 로고
    • Optimierungsbasierte Regelung des Hashimoto-SMB-Prozesses
    • Küpper A., Engell S. Optimierungsbasierte Regelung des Hashimoto-SMB-Prozesses. at-Automatisierungstechnik 2009, 57(7):360-370.
    • (2009) at-Automatisierungstechnik , vol.57 , Issue.7 , pp. 360-370
    • Küpper, A.1    Engell, S.2
  • 58
    • 38849148294 scopus 로고    scopus 로고
    • Process scheduling under uncertainty: Review and challenges
    • Li Z., Ierapetritou M. Process scheduling under uncertainty: Review and challenges. Computers & Chemical Engineering 2008, 32:715-727.
    • (2008) Computers & Chemical Engineering , vol.32 , pp. 715-727
    • Li, Z.1    Ierapetritou, M.2
  • 60
    • 67849090336 scopus 로고    scopus 로고
    • A general continuous state task network formulation for short term scheduling of multipurpose batch plants with due dates
    • A. Kraslawski, I. Turunen (Eds.)
    • Maravelias C., Grossmann I. A general continuous state task network formulation for short term scheduling of multipurpose batch plants with due dates. Proceedings of ESCAPE-13 2003, 215. A. Kraslawski, I. Turunen (Eds.).
    • (2003) Proceedings of ESCAPE-13 , pp. 215
    • Maravelias, C.1    Grossmann, I.2
  • 61
    • 0042807254 scopus 로고    scopus 로고
    • Dynamic scheduling in multiproduct batch plants
    • Mendez C.A., Cerda J. Dynamic scheduling in multiproduct batch plants. Computers & Chemical Engineering 2003, 27:1247-1259.
    • (2003) Computers & Chemical Engineering , vol.27 , pp. 1247-1259
    • Mendez, C.A.1    Cerda, J.2
  • 62
    • 70249093672 scopus 로고    scopus 로고
    • Integration of production planning and scheduling: Overview, challenges and opportunities
    • Maravelias C.T., Sung C. Integration of production planning and scheduling: Overview, challenges and opportunities. Computers & Chemical Engineering 2009, 33:1919-1930.
    • (2009) Computers & Chemical Engineering , vol.33 , pp. 1919-1930
    • Maravelias, C.T.1    Sung, C.2
  • 65
    • 25844475256 scopus 로고    scopus 로고
    • Production campaign planning including grade transition sequencing and dynamic optimization
    • Nyström R.H., Franke R., Harjunkoski I., Kroll A. Production campaign planning including grade transition sequencing and dynamic optimization. Computers & Chemical Engineering 2005, 29:2163-2179.
    • (2005) Computers & Chemical Engineering , vol.29 , pp. 2163-2179
    • Nyström, R.H.1    Franke, R.2    Harjunkoski, I.3    Kroll, A.4
  • 66
    • 77956441558 scopus 로고    scopus 로고
    • Plantwide optimizing control of a continuous bioethanol production process
    • Ochoa S., Wozny G., Repke J.-U. Plantwide optimizing control of a continuous bioethanol production process. Journal of Process Control 2010, 20:983-998.
    • (2010) Journal of Process Control , vol.20 , pp. 983-998
    • Ochoa, S.1    Wozny, G.2    Repke, J.-U.3
  • 67
    • 80051793659 scopus 로고    scopus 로고
    • Demand side management: Demand response, intelligent energy systems, and smart loads
    • art. no. 5930335
    • Palensky P., Dietrich D. Demand side management: Demand response, intelligent energy systems, and smart loads. IEEE Transactions on Industrial Informatics 2011, 7(3):381-388. art. no. 5930335.
    • (2011) IEEE Transactions on Industrial Informatics , vol.7 , Issue.3 , pp. 381-388
    • Palensky, P.1    Dietrich, D.2
  • 68
    • 0000763707 scopus 로고
    • Unified frameworks for the optimal process planning and scheduling
    • Pantelides C.C. Unified frameworks for the optimal process planning and scheduling. Proceedings of FOCAPO-2 1994, 253.
    • (1994) Proceedings of FOCAPO-2 , pp. 253
    • Pantelides, C.C.1
  • 69
    • 78049380491 scopus 로고    scopus 로고
    • The potential of demand-side management in energy-intensive industries for electricity markets in Germany
    • Paulus M., Borggrefe F. The potential of demand-side management in energy-intensive industries for electricity markets in Germany. Applied Energy 2011, 88(2):432-441.
    • (2011) Applied Energy , vol.88 , Issue.2 , pp. 432-441
    • Paulus, M.1    Borggrefe, F.2
  • 71
    • 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. Computers & Chemical Engineering 2008, 32(3):463-476.
    • (2008) Computers & Chemical Engineering , vol.32 , Issue.3 , pp. 463-476
    • Prata, A.1    Oldenburg, J.2    Kroll, A.3    Marquardt, W.4
  • 72
    • 50549091754 scopus 로고    scopus 로고
    • Capturing dynamics in integrated supply chain management
    • Puigjaner L., Lainez J.M. Capturing dynamics in integrated supply chain management. Computers & Chemical Engineering 2008, 32:2582-2605.
    • (2008) Computers & Chemical Engineering , vol.32 , pp. 2582-2605
    • Puigjaner, L.1    Lainez, J.M.2
  • 73
    • 77956785636 scopus 로고    scopus 로고
    • A framework for online full optimizing control of chemical processes
    • Elsevier
    • Rolandi P.A., Romagnoli J.A. A framework for online full optimizing control of chemical processes. Proceedings of ESCAPE, vol. 15 2005, 1315-1320. Elsevier.
    • (2005) Proceedings of ESCAPE, vol. 15 , pp. 1315-1320
    • Rolandi, P.A.1    Romagnoli, J.A.2
  • 75
    • 70249100644 scopus 로고    scopus 로고
    • Reformulations and algorithms for the optimization of switching decisions in nonlinear optimal control
    • Sager S. Reformulations and algorithms for the optimization of switching decisions in nonlinear optimal control. Journal of Process Control 2009, 19:1238-1247.
    • (2009) Journal of Process Control , vol.19 , pp. 1238-1247
    • Sager, S.1
  • 76
    • 0034661258 scopus 로고    scopus 로고
    • Approximation of an ideal online scheduler for a multiproduct batch plant
    • Sand G., Engell S., Schulz C., Schultz R. Approximation of an ideal online scheduler for a multiproduct batch plant. Computers & Chemical Engineering 2000, 24:361-367.
    • (2000) Computers & Chemical Engineering , vol.24 , pp. 361-367
    • Sand, G.1    Engell, S.2    Schulz, C.3    Schultz, R.4
  • 77
    • 1942500439 scopus 로고    scopus 로고
    • Modelling and solving real-time scheduling problems by stochastic integer programming
    • Sand G., Engell S. Modelling and solving real-time scheduling problems by stochastic integer programming. Computers & Chemical Engineering 2004, 28:1087-1103.
    • (2004) Computers & Chemical Engineering , vol.28 , pp. 1087-1103
    • Sand, G.1    Engell, S.2
  • 78
    • 58949096970 scopus 로고    scopus 로고
    • Operator training simulation (OTS) for the chemical industry - experience and perspectives
    • Schaich D., Friedrich M. Operator training simulation (OTS) for the chemical industry - experience and perspectives. ATP International 2004, 1(2):39-48.
    • (2004) ATP International , vol.1 , Issue.2 , pp. 39-48
    • Schaich, D.1    Friedrich, M.2
  • 80
    • 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.-J. Production scheduling of a large-scale industrial continuous plant: Short-term and medium-term scheduling. Computers & Chemical Engineering 2008, 33:670-686.
    • (2008) Computers & Chemical Engineering , vol.33 , pp. 670-686
    • Shaik, M.A.1    Floudas, C.A.2    Kallrath, J.3    Pitz, H.-J.4
  • 81
    • 34648846630 scopus 로고    scopus 로고
    • On the hybrid optimal control problem: Theory and algorithms
    • Shaikh M.S., Caines P.E. On the hybrid optimal control problem: Theory and algorithms. IEEE Transactions on Automatic Control 2007, 52:1587-1603.
    • (2007) IEEE Transactions on Automatic Control , vol.52 , pp. 1587-1603
    • Shaikh, M.S.1    Caines, P.E.2
  • 83
    • 0037082299 scopus 로고    scopus 로고
    • Planning, scheduling and control systems: Why cannot they work together
    • Shobrys D.E., White D.C. Planning, scheduling and control systems: Why cannot they work together. Computers & Chemical Engineering 2002, 26(2):149-160.
    • (2002) Computers & Chemical Engineering , vol.26 , Issue.2 , pp. 149-160
    • Shobrys, D.E.1    White, D.C.2
  • 84
    • 0034300621 scopus 로고    scopus 로고
    • Plantwide control: The search for the self-optimizing control structure
    • Skogestad S. Plantwide control: The search for the self-optimizing control structure. Journal of Process Control 2000, 10:487-507.
    • (2000) Journal of Process Control , vol.10 , pp. 487-507
    • Skogestad, S.1
  • 85
  • 86
    • 0037438469 scopus 로고    scopus 로고
    • Dynamic optimization of batch processes. II. Role of measurements in handling uncertainty
    • Srinivasan B., Bonvin D., Visser E., Palanki S. Dynamic optimization of batch processes. II. Role of measurements in handling uncertainty. Computers & Chemical Engineering 2002, 27:27-44.
    • (2002) Computers & Chemical Engineering , vol.27 , pp. 27-44
    • Srinivasan, B.1    Bonvin, D.2    Visser, E.3    Palanki, S.4
  • 87
    • 33845568535 scopus 로고    scopus 로고
    • Multiscale planning and scheduling in the secondary pharmaceutical industry
    • Stefansson H., Shah N., Jensson P. Multiscale planning and scheduling in the secondary pharmaceutical industry. AIChE Journal 2006, 52:4133-4149.
    • (2006) AIChE Journal , vol.52 , pp. 4133-4149
    • Stefansson, H.1    Shah, N.2    Jensson, P.3
  • 88
    • 3543047371 scopus 로고    scopus 로고
    • Continuous reformulations of discrete-continuous optimization problems
    • Stein O., Oldenburg J., Marquardt W. Continuous reformulations of discrete-continuous optimization problems. Computers & Chemical Engineering 2004, 28:1951-1966.
    • (2004) Computers & Chemical Engineering , vol.28 , pp. 1951-1966
    • Stein, O.1    Oldenburg, J.2    Marquardt, W.3
  • 89
    • 79955549275 scopus 로고    scopus 로고
    • An intuitive and efficient approach to process scheduling with sequence-dependent changeovers using timed automata models
    • Subbiah S., Schoppmeyer C., Engell S. An intuitive and efficient approach to process scheduling with sequence-dependent changeovers using timed automata models. Industrial and Engineering Chemistry Research 2011, 50:5132-5152.
    • (2011) Industrial and Engineering Chemistry Research , vol.50 , pp. 5132-5152
    • Subbiah, S.1    Schoppmeyer, C.2    Engell, S.3
  • 90
    • 15344346066 scopus 로고    scopus 로고
    • A simpler better slot-based continuous-time formulation for short-term scheduling in multiproduct batch plants
    • Sundaramoorthy A., Karimi I.A. A simpler better slot-based continuous-time formulation for short-term scheduling in multiproduct batch plants. Chemical Engineering Science 2005, 60:2679-2702.
    • (2005) Chemical Engineering Science , vol.60 , pp. 2679-2702
    • Sundaramoorthy, A.1    Karimi, I.A.2
  • 91
    • 34548593306 scopus 로고    scopus 로고
    • Simultaneous cyclic scheduling and optimal control of multi-grade polymerization reactors
    • Terrazas-Moreno S., Flores-Tlacuahuac A., Grossmann I.E. Simultaneous cyclic scheduling and optimal control of multi-grade polymerization reactors. AIChE Journal 2007, 53(9):2301-2315.
    • (2007) AIChE Journal , vol.53 , Issue.9 , pp. 2301-2315
    • Terrazas-Moreno, S.1    Flores-Tlacuahuac, A.2    Grossmann, I.E.3
  • 92
    • 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., Engell S. A hybrid evolutionary algorithm for solving two-stage stochastic integer programs in chemical batch scheduling. Computers & Chemical Engineering 2007, 31:630-647.
    • (2007) Computers & Chemical Engineering , vol.31 , pp. 630-647
    • Till, J.1    Sand, G.2    Urselmann, M.3    Engell, S.4
  • 94
    • 70449922676 scopus 로고    scopus 로고
    • A hybrid multiple populations evolutionary algorithm for two-stage stochastic mixed-integer disjunctive programs
    • Tometzki T., Engell S. A hybrid multiple populations evolutionary algorithm for two-stage stochastic mixed-integer disjunctive programs. Proceedings of 2009 IEEE Congress on Evolutionary Computation 2009, 1784-1790.
    • (2009) Proceedings of 2009 IEEE Congress on Evolutionary Computation , pp. 1784-1790
    • Tometzki, T.1    Engell, S.2
  • 95
    • 79953284953 scopus 로고    scopus 로고
    • Systematic initialization techniques for hybrid evolutionary algorithms for solving two-stage stochastic mixed-integer programs
    • Tometzki T., Engell S. Systematic initialization techniques for hybrid evolutionary algorithms for solving two-stage stochastic mixed-integer programs. IEEE Transactions on Evolutionary Computation 2011, 15:196-214.
    • (2011) IEEE Transactions on Evolutionary Computation , vol.15 , pp. 196-214
    • Tometzki, T.1    Engell, S.2
  • 96
    • 4143074663 scopus 로고    scopus 로고
    • Optimization-based control of a reactive simulated moving bed process for glucose isomerization
    • Toumi A., Engell S. Optimization-based control of a reactive simulated moving bed process for glucose isomerization. Chemical Engineering Science 2004, 59:3777-3792.
    • (2004) Chemical Engineering Science , vol.59 , pp. 3777-3792
    • Toumi, A.1    Engell, S.2
  • 97
    • 0242642748 scopus 로고    scopus 로고
    • A strategy for the integration of production planning and reactive scheduling in the optimization of a hydrogen supply chain network
    • Van den Heever S., Grossmann I.E. A strategy for the integration of production planning and reactive scheduling in the optimization of a hydrogen supply chain network. Computers & Chemical Engineering 2003, 27:1813-1839.
    • (2003) Computers & Chemical Engineering , vol.27 , pp. 1813-1839
    • Van den Heever, S.1    Grossmann, I.E.2
  • 98
    • 49249099572 scopus 로고    scopus 로고
    • Integrated operational planning and medium-term scheduling of a large-scale industrial batch plants
    • Verderame P.M., Floudas C.A. Integrated operational planning and medium-term scheduling of a large-scale industrial batch plants. Industrial and Engineering Chemistry Research 2008, 47:4845-4860.
    • (2008) Industrial and Engineering Chemistry Research , vol.47 , pp. 4845-4860
    • Verderame, P.M.1    Floudas, C.A.2
  • 101
    • 0035904351 scopus 로고    scopus 로고
    • Robust short-term scheduling of multiproduct batch plants under demand uncertainty
    • Vin J.P., Ierapetritou M. Robust short-term scheduling of multiproduct batch plants under demand uncertainty. Industrial and Engineering Chemistry Research 2001, 40:4543-4554.
    • (2001) Industrial and Engineering Chemistry Research , vol.40 , pp. 4543-4554
    • Vin, J.P.1    Ierapetritou, M.2
  • 102
    • 34548447064 scopus 로고    scopus 로고
    • Hierarchical approach for production planning and scheduling under uncertainty
    • Wu D., Ierapetritou M. Hierarchical approach for production planning and scheduling under uncertainty. Chemical Engineering and Processing 2007, 46:1129-1140.
    • (2007) Chemical Engineering and Processing , vol.46 , pp. 1129-1140
    • Wu, D.1    Ierapetritou, M.2
  • 103
    • 70249151107 scopus 로고    scopus 로고
    • Neighboring-extremal updates for nonlinear model-predictive control and dynamic real-time optimization
    • Würth L., Hannemann R., Marquardt W. Neighboring-extremal updates for nonlinear model-predictive control and dynamic real-time optimization. Journal of Process Control 2009, 19:1277-1288.
    • (2009) Journal of Process Control , vol.19 , pp. 1277-1288
    • Würth, L.1    Hannemann, R.2    Marquardt, W.3
  • 104
    • 79952574538 scopus 로고    scopus 로고
    • A two-layer architecture for economically optimal process control and operation
    • Würth L., Hannemann R., Marquardt W. A two-layer architecture for economically optimal process control and operation. Journal of Process Control 2011, 21:311-321.
    • (2011) Journal of Process Control , vol.21 , pp. 311-321
    • Würth, L.1    Hannemann, R.2    Marquardt, W.3
  • 105
    • 0034661370 scopus 로고    scopus 로고
    • Industrial implementation of a real-time optimization strategy for maximizing production of LPG in a FCC unit
    • Zanin A.C., Tvrzska de Gouvea M., Odloak D. Industrial implementation of a real-time optimization strategy for maximizing production of LPG in a FCC unit. Computers & Chemical Engineering 2000, 24:525-531.
    • (2000) Computers & Chemical Engineering , vol.24 , pp. 525-531
    • Zanin, A.C.1    Tvrzska de Gouvea, M.2    Odloak, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.