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Volumn 50, Issue 12, 2011, Pages 7363-7379

Freeze-drying cycle optimization using model predictive control techniques

Author keywords

[No Author keywords available]

Indexed keywords

CHAMBER PRESSURE; CONTROLLER PARAMETER; FREEZE DRYING; IN-LINE; MATHEMATICAL SIMULATIONS; MODELING ERRORS; OPTIMAL FORMULATION; PREDICTIVE CONTROL; PRIMARY DRYING; PROCESS CONSTRAINTS; PRODUCT QUALITY;

EID: 79958826980     PISSN: 08885885     EISSN: 15205045     Source Type: Journal    
DOI: 10.1021/ie101955a     Document Type: Article
Times cited : (52)

References (57)
  • 2
    • 0025006471 scopus 로고
    • The collapse temperature in freeze drying: Dependence on measurement methodology and rate of water removal from the glassy phase
    • DOI 10.1016/0378-5173(90)90231-R
    • Pikal, M. J.; Shah, S. The collapse temperature in freeze drying: dependence on measurement methodology and rate of water removal from the glassy phase Int. J. Pharm. 1990, 62 (2-3) 165-186 (Pubitemid 20261787)
    • (1990) International Journal of Pharmaceutics , vol.62 , Issue.2-3 , pp. 165-186
    • Pikal, M.J.1    Shah, S.2
  • 3
    • 0030190595 scopus 로고    scopus 로고
    • Research and development needs and opportunities in freeze drying
    • Liapis, A. I.; Pikal, M. J.; Bruttini, R. Research and development needs and opportunities in freeze drying Drying Technol. 1996, 14 (6) 1265-1300 (Pubitemid 126546138)
    • (1996) Drying Technology , vol.14 , Issue.6 , pp. 1265-1300
    • Liapis, A.I.1    Pikal, M.J.2    Bruttini, R.3
  • 4
    • 0029047050 scopus 로고
    • Development of an efficient single-step freeze-drying cycle for protein formulations
    • Chang, B. S.; Fischer, N. L. Development of an efficient single-step freeze-drying cycle for protein formulations Pharm. Res. 1995, 12 (6) 831-837
    • (1995) Pharm. Res. , vol.12 , Issue.6 , pp. 831-837
    • Chang, B.S.1    Fischer, N.L.2
  • 5
    • 0001036154 scopus 로고
    • Vacuum freeze-frying of a liquid in a vial: Determination of heat and mass transfer coefficients and optimization of operating pressure
    • Rene, F.; Wolff, E.; Rodolphe, F. Vacuum freeze-frying of a liquid in a vial: determination of heat and mass transfer coefficients and optimization of operating pressure Chem. Eng. Process. 1993, 32 (4) 245-251
    • (1993) Chem. Eng. Process. , vol.32 , Issue.4 , pp. 245-251
    • Rene, F.1    Wolff, E.2    Rodolphe, F.3
  • 6
    • 0141450593 scopus 로고    scopus 로고
    • Optimal control of the primary drying stage of freeze drying of solutions in vials using variational calculus
    • DOI 10.1081/DRT-120023182
    • Sadikoglu, H.; Ozdemir, M.; Seker, M. Optimal control of the primary drying stage of freeze drying of solutions in vials using variational calculus Drying Technol. 2003, 21 (7) 1307-1331 (Pubitemid 37182055)
    • (2003) Drying Technology , vol.21 , Issue.7 , pp. 1307-1331
    • Sadikoglu, H.1    Ozdemir, M.2    Seker, M.3
  • 7
    • 0018701872 scopus 로고
    • Optimal control of a freeze dryer-I: Theoretical development and quasi steady state analysis
    • Liapis, A. I.; Litchfield, R. J. Optimal control of a freeze dryer-I: theoretical development and quasi steady state analysis Chem. Eng. Sci. 1979, 34 (7) 975-981
    • (1979) Chem. Eng. Sci. , vol.34 , Issue.7 , pp. 975-981
    • Liapis, A.I.1    Litchfield, R.J.2
  • 8
    • 0019924807 scopus 로고
    • OPTIMAL CONTROL OF A FREEZE DRYER - 2
    • DOI 10.1016/0009-2509(82)80066-3
    • Litchfield, R. J.; Liapis, A. I. Optimal control of a freeze dryer-II: dynamic analysis Chem. Eng. Sci. 1982, 37 (1) 45-55 (Pubitemid 12509221)
    • (1982) Chemical Engineering Science , vol.37 , Issue.1 , pp. 45-55
    • Litchfield, R.J.1    Liapis, A.I.2
  • 10
    • 44249107102 scopus 로고    scopus 로고
    • Development of simplified models for the freeze-drying process and investigation of the optimal operating conditions
    • DOI 10.1016/j.cherd.2007.10.007, PII S0263876207000123
    • Velardi, S. A.; Barresi, A. A. Development of simplified models for the freeze-drying process and investigation of the optimal operating conditions Chem. Eng. Res. Des. 2008, 86 (A1) 9-22 (Pubitemid 351722796)
    • (2008) Chemical Engineering Research and Design , vol.86 , Issue.1 A , pp. 9-22
    • Velardi, S.A.1    Barresi, A.A.2
  • 11
    • 0023384835 scopus 로고
    • Heat programming to improve efficiency in a batch freeze-drier
    • Lombraña, J. I.; Díaz, J. M. Heat programming to improve efficiency in a batch freeze-drier Chem. Eng. J. 1987, 35 (3) B23-B30
    • (1987) Chem. Eng. J. , vol.35 , Issue.3
    • Lombraña, J.I.1    Díaz, J.M.2
  • 12
    • 0022274545 scopus 로고
    • COUPLED VACUUM AND HEATING POWER CONTROL FOR FREEZE-DRYING TIME REDUCTION OF SOLUTIONS IN PHIALS
    • DOI 10.1016/0042-207X(87)90340-X
    • Lombraña, J. I.; Díaz, J. M. Coupled vacuum and heating power control for freeze-drying time reduction of solutions in phials Vacuum 1987, 37 (5-6) 473-476 (Pubitemid 18538275)
    • (1985) Vacuum , vol.37 , Issue.5-6 , pp. 473-476
    • Lombrana, J.I.1    Diaz, J.M.2
  • 13
    • 60149106150 scopus 로고    scopus 로고
    • Quality by design for biopharmaceuticals
    • Rathore, A. S.; Winkle, H. Quality by design for biopharmaceuticals Nat. Biotechnol. 2009, 27 (1) 26-34
    • (2009) Nat. Biotechnol. , vol.27 , Issue.1 , pp. 26-34
    • Rathore, A.S.1    Winkle, H.2
  • 14
    • 79958783320 scopus 로고    scopus 로고
    • U.S. Food and Drug Administration. PAT Guidance for Industry-A Framework for Innovative Pharmaceutical Development, Manufacturing and Quality Assurance; U.S. Department of Health and Human Services, Food and Drug Administration, Center for Drug Evaluation and Research, Center for Veterinary Medicine, Office of Regulatory Affairs, Rockville, MD, USA, September
    • U.S. Food and Drug Administration. PAT Guidance for Industry-A Framework for Innovative Pharmaceutical Development, Manufacturing and Quality Assurance; U.S. Department of Health and Human Services, Food and Drug Administration, Center for Drug Evaluation and Research, Center for Veterinary Medicine, Office of Regulatory Affairs, Rockville, MD, USA, September 2004.
    • (2004)
  • 15
    • 33745089604 scopus 로고    scopus 로고
    • Freeze-drying of pharmaceutical products: Research and development needs
    • DOI 10.1080/07373930600734018, PII Q6210624000
    • Sadikoglu, H.; Ozdemir, M.; Seker, M. Freeze-drying of pharmaceutical products: research and development needs Drying Technol. 2006, 24 (7) 849-861 (Pubitemid 43878999)
    • (2006) Drying Technology , vol.24 , Issue.7 , pp. 849-861
    • Sadikoglu, H.1    Ozdemir, M.2    Seker, M.3
  • 17
    • 84865260321 scopus 로고    scopus 로고
    • Product quality control in freeze drying of pharmaceuticals
    • Tsotsas, E.; Mujumdar, A. S., Eds.; Wiley-VCH: Weinheim, Germany, Chapter 4, pp. - 154
    • Barresi, A. A.; Fissore, D. Product quality control in freeze drying of pharmaceuticals. In Modern Drying Technology-Vol 3: Product Quality and Formulation; Tsotsas, E.; Mujumdar, A. S., Eds.; Wiley-VCH: Weinheim, Germany, 2011, Chapter 4, pp. 91 - 154.
    • (2011) Modern Drying Technology-Vol 3: Product Quality and Formulation , pp. 91
    • Barresi, A.A.1    Fissore, D.2
  • 18
    • 79958773983 scopus 로고    scopus 로고
    • On the methods based on the pressure rise test for monitoring a freeze-drying process
    • Fissore, D.; Pisano, R.; Barresi, A. A. On the methods based on the pressure rise test for monitoring a freeze-drying process Drying Technol. 2011, 29 (1) 73-90
    • (2011) Drying Technol. , vol.29 , Issue.1 , pp. 73-90
    • Fissore, D.1    Pisano, R.2    Barresi, A.A.3
  • 19
    • 70349494074 scopus 로고    scopus 로고
    • In-line monitoring of the primary drying phase of the freeze-drying process in vial by means of a Kalman filter based observer
    • Velardi, S. A.; Hammouri, H.; Barresi, A. A. In-line monitoring of the primary drying phase of the freeze-drying process in vial by means of a Kalman filter based observer Chem. Eng. Res. Des. 2009, 87 (10) 1409-1419
    • (2009) Chem. Eng. Res. Des. , vol.87 , Issue.10 , pp. 1409-1419
    • Velardi, S.A.1    Hammouri, H.2    Barresi, A.A.3
  • 20
    • 77950997509 scopus 로고    scopus 로고
    • Development of a High Gain observer for in-line monitoring of sublimation in vial freeze drying
    • Velardi, S. A.; Hammouri, H.; Barresi, A. A. Development of a High Gain observer for in-line monitoring of sublimation in vial freeze drying Drying Technol. 2010, 28 (2) 256-268
    • (2010) Drying Technol. , vol.28 , Issue.2 , pp. 256-268
    • Velardi, S.A.1    Hammouri, H.2    Barresi, A.A.3
  • 22
    • 34547212342 scopus 로고    scopus 로고
    • Evaluation of tunable diode laser absorption spectroscopy for in-process water vapor mass flux measurements during freeze drying
    • DOI 10.1002/jps.20827
    • Gieseler, H.; Kessler, W. J.; Finson, M.; Davis, S. J.; Mulhall, P. A.; Bons, V.; Debo, D. J.; Pikal, M. J. Evaluation of tunable diode laser absorption spectroscopy for in-process water vapor mass flux measurements during freeze drying J. Pharm. Sci. 2007, 96 (7) 1776-1793 (Pubitemid 47122955)
    • (2007) Journal of Pharmaceutical Sciences , vol.96 , Issue.7 , pp. 1776-1793
    • Gieseler, H.1    Kessler, W.J.2    Finson, M.3    Davis, S.J.4    Mulhall, P.A.5    Bons, V.6    Debo, D.J.7    Pikal, M.J.8
  • 23
    • 68949105464 scopus 로고    scopus 로고
    • Non-invasive product temperature determination during primary drying using tunable diode laser absorption spectroscopy
    • Schneid, S. C.; Gieseler, H.; Kessler, W. J.; Pikal, M. J. Non-invasive product temperature determination during primary drying using tunable diode laser absorption spectroscopy J. Pharm. Sci. 2009, 98 (9) 3406-3418
    • (2009) J. Pharm. Sci. , vol.98 , Issue.9 , pp. 3406-3418
    • Schneid, S.C.1    Gieseler, H.2    Kessler, W.J.3    Pikal, M.J.4
  • 24
    • 33745090836 scopus 로고    scopus 로고
    • Control engineering in drying technology: Review and trends
    • DOI 10.1080/07373930600734075, PII M5371453816167
    • Dufour, P. Control engineering in drying technology: review and trends Drying Technol. 2006, 24 (7) 889-904 (Pubitemid 43879002)
    • (2006) Drying Technology , vol.24 , Issue.7 , pp. 889-904
    • Dufour, P.1
  • 25
    • 46049114282 scopus 로고    scopus 로고
    • In-line control of a freeze-drying process in vials
    • Fissore, D.; Velardi, S. A.; Barresi, A. A. In-line control of a freeze-drying process in vials Drying Technol. 2008, 26 (6) 685-694
    • (2008) Drying Technol. , vol.26 , Issue.6 , pp. 685-694
    • Fissore, D.1    Velardi, S.A.2    Barresi, A.A.3
  • 27
    • 18044391843 scopus 로고    scopus 로고
    • Freeze-drying process design by manometric temperature measurement: Design of a smart freeze-dryer
    • DOI 10.1007/s11095-005-2501-2
    • Tang, X. C.; Nail, S. L.; Pikal, M. J. Freeze-drying process design by manometric temperature measurement: design of a smart freeze-dryer Pharm. Res. 2005, 22 (4) 685-700 (Pubitemid 40603267)
    • (2005) Pharmaceutical Research , vol.22 , Issue.4 , pp. 685-700
    • Tang, X.1    Nail, S.L.2    Pikal, M.J.3
  • 28
    • 38149002933 scopus 로고    scopus 로고
    • Use of manometric temperature measurement (MTM) and SMART freeze dryer technology for development of an optimized freeze-drying cycle
    • Gieseler, H.; Kramer, T.; Pikal, M. J. Use of manometric temperature measurement (MTM) and SMART freeze dryer technology for development of an optimized freeze-drying cycle J. Pharm. Sci. 2007, 96 (12) 3402-3418
    • (2007) J. Pharm. Sci. , vol.96 , Issue.12 , pp. 3402-3418
    • Gieseler, H.1    Kramer, T.2    Pikal, M.J.3
  • 29
    • 77952597170 scopus 로고    scopus 로고
    • In-line optimization and control of an industrial freeze-drying process for pharmaceuticals
    • Pisano, R.; Fissore, D.; Velardi, S. A.; Barresi, A. A. In-line optimization and control of an industrial freeze-drying process for pharmaceuticals J. Pharm. Sci. 2010, 99 (11) 4691-4709
    • (2010) J. Pharm. Sci. , vol.99 , Issue.11 , pp. 4691-4709
    • Pisano, R.1    Fissore, D.2    Velardi, S.A.3    Barresi, A.A.4
  • 30
    • 79958843155 scopus 로고    scopus 로고
    • Nonlinear model predictive controller using a Fuzzy-Neural Wiener-Hammerstein model
    • Slovak University of Technology in Bratislava: Stribske Pleso, Slovakia,; Article No. 216
    • Todorov, Y. V.; Terziyska, M.; Petrov, M. Nonlinear model predictive controller using a Fuzzy-Neural Wiener-Hammerstein model. In Proceedings of 16th International Conference on Process Control, Stribske Pleso, Slovakia, Slovak University of Technology in Bratislava: Stribske Pleso, Slovakia, 2007; Article No. 216, pp 1-7.
    • (2007) Proceedings of 16th International Conference on Process Control, Stribske Pleso, Slovakia , pp. 1-7
    • Todorov, Y.V.1    Terziyska, M.2    Petrov, M.3
  • 32
    • 77952291598 scopus 로고    scopus 로고
    • Model predictive control during the primary drying stage of lyophilisation
    • Daraoui, N.; Dufour, P.; Hammouri, H.; Hottot, A. Model predictive control during the primary drying stage of lyophilisation Control Eng. Pract. 2010, 18 (5) 483-494
    • (2010) Control Eng. Pract. , vol.18 , Issue.5 , pp. 483-494
    • Daraoui, N.1    Dufour, P.2    Hammouri, H.3    Hottot, A.4
  • 34
    • 67349144655 scopus 로고    scopus 로고
    • In-line control of the lyophilization process. A gentle PAT approach using software sensors
    • Barresi, A. A.; Velardi, S. A.; Pisano, R.; Rasetto, V.; Vallan, A.; Galan, M. In-line control of the lyophilization process. A gentle PAT approach using software sensors Int. J. Refrig. 2009, 32 (5) 1003-1014
    • (2009) Int. J. Refrig. , vol.32 , Issue.5 , pp. 1003-1014
    • Barresi, A.A.1    Velardi, S.A.2    Pisano, R.3    Rasetto, V.4    Vallan, A.5    Galan, M.6
  • 35
    • 0021836493 scopus 로고
    • Use of laboratory data in freeze drying process design: heat and mass transfer coefficients and the computer simulation of freeze drying
    • Pikal, M. J. Use of laboratory data in freeze drying process design: heat and mass transfer coefficients and the computer simulation of freeze drying J. Parenter. Sci. Technol. 1985, 39 (3) 115-139 (Pubitemid 15040354)
    • (1985) Journal of Parenteral Science and Technology , vol.39 , Issue.3 , pp. 115-139
    • Pikal, M.J.1
  • 36
    • 0022145196 scopus 로고
    • ANALYSIS OF THE LYOPHILIZATION PROCESS USING A SORPTION-SUBLIMATION MODEL AND VARIOUS OPERATIONAL POLICIES
    • Millman, M. J.; Liapis, A. I.; Marchello, J. M. An analysis of the lyophilization process using a sorption-sublimation model and various operational policies AIChE J. 1985, 31 (10) 1594-1604 (Pubitemid 15585476)
    • (1985) AIChE Journal , vol.31 , Issue.10 , pp. 1594-1604
    • Millman, M.J.1    Liapis, A.I.2    Marchello, J.M.3
  • 37
    • 0028784953 scopus 로고
    • Vial lyophilization: Calculations on rate limitation during primary drying
    • Ybema, H.; Kolkman-Roodbeen, L.; te Booy, M. P.; Vromans, H. Vial lyophilization: calculations on rate limitation during primary drying Pharm. Res. 1995, 12 (9) 1260-1263
    • (1995) Pharm. Res. , vol.12 , Issue.9 , pp. 1260-1263
    • Ybema, H.1    Kolkman-Roodbeen, L.2    Te Booy, M.P.3    Vromans, H.4
  • 38
    • 0037057321 scopus 로고    scopus 로고
    • Heat transfer in vial lyophilization
    • DOI 10.1016/S0378-5173(02)00353-8, PII S0378517302003538
    • Brülls, M.; Rasmuson, A. Heat transfer in vial lyophilization Int. J. Pharm. 2002, 246 (1-2) 1-16 (Pubitemid 35247974)
    • (2002) International Journal of Pharmaceutics , vol.246 , Issue.1-2 , pp. 1-16
    • Brulls, M.1    Rasmuson, A.2
  • 39
    • 77952641622 scopus 로고    scopus 로고
    • Model-based monitoring and control of industrial freeze-drying processes: Effect of batch nonuniformity
    • Barresi, A. A.; Pisano, R.; Rasetto, V.; Fissore, D.; Marchisio, D. L. Model-based monitoring and control of industrial freeze-drying processes: effect of batch nonuniformity Drying Technol. 2010, 28 (5) 577-590
    • (2010) Drying Technol. , vol.28 , Issue.5 , pp. 577-590
    • Barresi, A.A.1    Pisano, R.2    Rasetto, V.3    Fissore, D.4    Marchisio, D.L.5
  • 40
    • 0021198926 scopus 로고
    • Mass and heat transfer in vial freeze-drying of pharmaceuticals: Role of the vial
    • Pikal, M. J.; Roy, M. L.; Shah, S. Mass and heat transfer in vial freeze-drying of pharmaceuticals: role of the vial J. Pharm. Sci. 1984, 73 (9) 1224-1237 (Pubitemid 14030708)
    • (1984) Journal of Pharmaceutical Sciences , vol.73 , Issue.9 , pp. 1224-1237
    • Pikal, M.J.1    Roy, M.L.2    Shah, S.3
  • 42
    • 78650037863 scopus 로고    scopus 로고
    • On the use of mathematical models to build the design space for the primary drying phase of a pharmaceutical lyophilization process
    • Giordano, A.; Barresi, A. A.; Fissore, D. On the use of mathematical models to build the design space for the primary drying phase of a pharmaceutical lyophilization process J. Pharm. Sci. 2011, 100 (1) 311-324
    • (2011) J. Pharm. Sci. , vol.100 , Issue.1 , pp. 311-324
    • Giordano, A.1    Barresi, A.A.2    Fissore, D.3
  • 43
    • 25144500558 scopus 로고    scopus 로고
    • Determination of mass and heat transfer parameters during freeze-drying cycles of pharmaceutical products
    • Hottot, A.; Vessot, S.; Andrieu, J. Determination of mass and heat transfer parameters during freeze-drying cycles of pharmaceutical products PDA J. Pharm. Sci. Technol. 2005, 59 (2) 138-153 (Pubitemid 41355776)
    • (2005) PDA Journal of Pharmaceutical Science and Technology , vol.59 , Issue.2 , pp. 138-153
    • Hottot, A.1    Vessot, S.2    Andrieu, J.3
  • 44
    • 2442567979 scopus 로고    scopus 로고
    • Observation and implications of sonic water vapour flow during freeze-drying
    • Searles, J. Observation and implications of sonic water vapour flow during freeze-drying Am. Pharm. Rev. 2004, 7, 58-69
    • (2004) Am. Pharm. Rev. , vol.7 , pp. 58-69
    • Searles, J.1
  • 45
    • 77957356452 scopus 로고    scopus 로고
    • Choked flow and importance of Mach i in freeze-drying process design
    • Patel, S. M.; Chaudhuri, S.; Pikal, M. J. Choked flow and importance of Mach I in freeze-drying process design Chem. Eng. Sci. 2010, 65 (21) 5716-5727
    • (2010) Chem. Eng. Sci. , vol.65 , Issue.21 , pp. 5716-5727
    • Patel, S.M.1    Chaudhuri, S.2    Pikal, M.J.3
  • 47
    • 0024668467 scopus 로고
    • Model predictive control: Theory and practice - A survey
    • DOI 10.1016/0005-1098(89)90002-2
    • García, C. E.; Prett, D. M.; Morari, M. Model predictive control: theory and practice-a survey Automatica 1989, 25 (3) 335-348 (Pubitemid 20612627)
    • (1989) Automatica , vol.25 , Issue.3 , pp. 335-348
    • Garcia Carlos, E.1    Prett David, M.2    Morari Manfred3
  • 50
    • 0026403834 scopus 로고
    • Direct and indirect model based control using artificial neural networks
    • Psichogios, D. C.; Ungar, L. H. Direct and indirect model based control using artificial neural networks Ind. Eng. Chem. Res. 1991, 30 (12) 2564-2573
    • (1991) Ind. Eng. Chem. Res. , vol.30 , Issue.12 , pp. 2564-2573
    • Psichogios, D.C.1    Ungar, L.H.2
  • 51
    • 0041802770 scopus 로고    scopus 로고
    • A survey of industrial model predictive control technology
    • DOI 10.1016/S0967-0661(02)00186-7, PII S0967066102001867
    • Qin, S. J.; Badgwell, T. A. A survey of industrial model predictive control technology Control Eng. Pract. 2003, 11 (7) 733-764 (Pubitemid 36906334)
    • (2003) Control Engineering Practice , vol.11 , Issue.7 , pp. 733-764
    • Qin, S.J.1    Badgwell, T.A.2
  • 52
    • 0142043497 scopus 로고    scopus 로고
    • On nonlinear distributed parameter model predictive control strategy: On-line calculation time reduction and application to an experimental drying process
    • DOI 10.1016/S0098-1354(03)00099-1
    • Dufour, P.; Touré, Y.; Blanc, D.; Laurent, P. On nonlinear distributed parameter model predictive control strategy: on-line calculation time reduction and application to an experimental drying process Comput. Chem. Eng. 2003, 27 (11) 1533-1542 (Pubitemid 37267511)
    • (2003) Computers and Chemical Engineering , vol.27 , Issue.11 , pp. 1533-1542
    • Dufour, P.1    Toure, Y.2    Blanc, D.3    Laurent, P.4
  • 53
    • 67650504810 scopus 로고    scopus 로고
    • On the design of an in-line control system for a vial freeze-drying process: The role of chamber pressure
    • (Article No. 9
    • Fissore, D.; Pisano, R.; Barresi, A. A. On the design of an in-line control system for a vial freeze-drying process: the role of chamber pressure Chem. Prod. Process Model. 2009, 4 (2 Article No. 9
    • (2009) Chem. Prod. Process Model. , vol.4 , Issue.2
    • Fissore, D.1    Pisano, R.2    Barresi, A.A.3
  • 54
    • 79958788010 scopus 로고    scopus 로고
    • BzzMath: Numerical Libraries in C++; Politecnico di Milano
    • Buzzi Ferraris, G. BzzMath: Numerical Libraries in C++; Politecnico di Milano, 2003. http://www.chem.polimi.it/homes/gbuzzi.
    • (2003)
    • Buzzi Ferraris, G.1
  • 55
    • 0027545221 scopus 로고
    • Model predictive control with linear models
    • Muske, K. R.; Rawlings, J. B. Model predictive control with linear models AIChE J. 1993, 39 (2) 262-287 (Pubitemid 272184)
    • (1993) AIChe Journal , vol.39 , Issue.2 , pp. 262-287
    • Muske, K.R.1    Rawlings, J.B.2
  • 57
    • 0032183270 scopus 로고    scopus 로고
    • A Quasi-Infinite Horizon Nonlinear Model Predictive Control Scheme with Guaranteed Stability
    • PII S0005109898000739
    • Chen, H.; Allgöwer, F. A quasi-infinite horizon nonlinear model predictive control scheme with guaranteed stability Automatica 1998, 34 (10) 1205-1217 (Pubitemid 128431629)
    • (1998) Automatica , vol.34 , Issue.10 , pp. 1205-1217
    • Chen, H.1    Allgower, F.2


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