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Volumn 45, Issue 11, 1999, Pages 2429-2443

On-line runaway detection in batch reactors using chaos theory techniques

Author keywords

[No Author keywords available]

Indexed keywords

CHAOS THEORY; COMPUTER SIMULATION; ONLINE SYSTEMS; TEMPERATURE; TIME SERIES ANALYSIS;

EID: 0344241093     PISSN: 00011541     EISSN: None     Source Type: Journal    
DOI: 10.1002/aic.690451116     Document Type: Article
Times cited : (111)

References (54)
  • 3
    • 49449114501 scopus 로고
    • The critical conditions in thermal explosion theory with reactant consumption
    • Adler, J., and J. W. Enig, "The Critical Conditions in Thermal Explosion Theory with Reactant Consumption," Combust. Flame, 8, 97 (1964).
    • (1964) Combust. Flame , vol.8 , pp. 97
    • Adler, J.1    Enig, J.W.2
  • 4
    • 35949011725 scopus 로고
    • Singular value decomposition and the grassberger-procaccia algorithm
    • Albano. A. M., J. Muench, C. Schwartz, A. I. Mees, and P. E. Rapp, "Singular Value Decomposition and the Grassberger-Procaccia Algorithm," Phys. Rev. A, 38, 3017 (1988).
    • (1988) Phys. Rev. A , vol.38 , pp. 3017
    • Albano, A.M.1    Muench, J.2    Schwartz, C.3    Mees, A.I.4    Rapp, P.E.5
  • 5
    • 0030169847 scopus 로고    scopus 로고
    • A new method for assessing the thermal stability of semibatch processes based on Lyapunov exponents
    • Alós, M. A., F. Strozzi, and J. M. Zaldívar, "A New Method for Assessing the Thermal Stability of Semibatch Processes Based on Lyapunov Exponents," Chem. Eng. Sci., 51, 3089 (1996a).
    • (1996) Chem. Eng. Sci. , vol.51 , pp. 3089
    • Alós, M.A.1    Strozzi, F.2    Zaldívar, J.M.3
  • 6
    • 0030156181 scopus 로고    scopus 로고
    • Application of parametric sensitivity to batch process safety: Theoretical and experimental studies
    • Alós, M. A., J. M. Zaldívar, F. Strozzi, R. Nomen, and J. Sempere, "Application of Parametric Sensitivity to Batch Process Safety: Theoretical and Experimental Studies," Chem. Eng. Technol., 19, 222 (1996b).
    • (1996) Chem. Eng. Technol. , vol.19 , pp. 222
    • Alós, M.A.1    Zaldívar, J.M.2    Strozzi, F.3    Nomen, R.4    Sempere, J.5
  • 8
    • 0024683707 scopus 로고
    • Simple runaway criteria for cooled reactors
    • Balakotaiah, V., "Simple Runaway Criteria for Cooled Reactors," AIChE J., 35, 1039 (1989).
    • (1989) AIChE J. , vol.35 , pp. 1039
    • Balakotaiah, V.1
  • 9
    • 0029137155 scopus 로고
    • Runaway limits for homogeneous and catalytic reactors
    • Balakotaiah, V., D. Kodra, and D. Nguyen, "Runaway Limits for Homogeneous and Catalytic Reactors," Chem. Eng. Sci., 50, 1149 (1995).
    • (1995) Chem. Eng. Sci. , vol.50 , pp. 1149
    • Balakotaiah, V.1    Kodra, D.2    Nguyen, D.3
  • 10
    • 0038360043 scopus 로고
    • Stability of chemical reactors
    • Barkelew, C. H., "Stability of Chemical Reactors," Chem. Eng. Prog. Symp. Ser., 55(25), 37 (1959).
    • (1959) Chem. Eng. Prog. Symp. Ser. , vol.55 , Issue.25 , pp. 37
    • Barkelew, C.H.1
  • 12
    • 21344498898 scopus 로고
    • A learning algorithm for optimal representation of experimental data
    • Breeden, J. L., and N. H. Packard, "A Learning Algorithm for Optimal Representation of Experimental Data," Int. J. Bifurcations Chaos, 4, 311 (1994).
    • (1994) Int. J. Bifurcations Chaos , vol.4 , pp. 311
    • Breeden, J.L.1    Packard, N.H.2
  • 13
    • 34249988665 scopus 로고
    • Extracting qualitative dynamics from experimental data
    • Broomhead, D. S., and G. P. King, "Extracting Qualitative Dynamics from Experimental Data," Physica D. 20, 217 (1986).
    • (1986) Physica D , vol.20 , pp. 217
    • Broomhead, D.S.1    King, G.P.2
  • 15
    • 44949273552 scopus 로고
    • State space reconstruction in the presence of noise
    • Casdagli, M., S. Eubank, J. D. Farmer, and J. Gibson, "State Space Reconstruction in the Presence of Noise." Physica D, 51, 52 (1991).
    • (1991) Physica D , vol.51 , pp. 52
    • Casdagli, M.1    Eubank, S.2    Farmer, J.D.3    Gibson, J.4
  • 16
    • 0020116148 scopus 로고
    • Early detection of hazardous states in chemical reactors
    • Gilles, E. D., and H. Schuler, "Early Detection of Hazardous States in Chemical Reactors," Ger. Chem. Eng., 5, 69 (1982).
    • (1982) Ger. Chem. Eng. , vol.5 , pp. 69
    • Gilles, E.D.1    Schuler, H.2
  • 17
    • 0040438851 scopus 로고
    • Adiabatic methods for the investigation of exothermic reactions
    • Grewer, T., "Adiabatic Methods for the Investigation of Exothermic Reactions," Thermochim. Acta, 119, 1 (1987).
    • (1987) Thermochim. Acta , vol.119 , pp. 1
    • Grewer, T.1
  • 18
    • 0023568823 scopus 로고
    • Equilibrium temperature profiles in highly sensitive tubular reactors
    • Hagan, P. S., M. Herskowitz, and C. Pirkle, "Equilibrium Temperature Profiles in Highly Sensitive Tubular Reactors," SIAM J. Appl. Math., 47, 1287 (1987).
    • (1987) SIAM J. Appl. Math. , vol.47 , pp. 1287
    • Hagan, P.S.1    Herskowitz, M.2    Pirkle, C.3
  • 19
    • 0024088688 scopus 로고
    • A simple approach to highly sensitive tubular reactors
    • Hagan, P. S., M. Herskowitz, and C. Pirkle, "A Simple Approach to Highly Sensitive Tubular Reactors," SIAM J. Appl. Math., 48, 1083 (1988a).
    • (1988) SIAM J. Appl. Math. , vol.48 , pp. 1083
    • Hagan, P.S.1    Herskowitz, M.2    Pirkle, C.3
  • 21
    • 0022796042 scopus 로고
    • Early on-line detection of exothermic reactions
    • Hub, L., and J. D. Jones, "Early On-Line Detection of Exothermic Reactions," Plant/Oper. Prog., 5, 221 (1986).
    • (1986) Plant/Oper. Prog. , vol.5 , pp. 221
    • Hub, L.1    Jones, J.D.2
  • 23
    • 0021468997 scopus 로고
    • Process fault detection based on modeling and estimation methods - A survey
    • Isermann, R., "Process Fault Detection Based on Modeling and Estimation Methods - A Survey," Automatica, 20, 387 (1984).
    • (1984) Automatica , vol.20 , pp. 387
    • Isermann, R.1
  • 25
    • 35949006791 scopus 로고
    • Determining embedding dimension for phase-space reconstruction using a geometrical construction
    • Kennel, M. B., R. Brown, and H. D. I. Abarbanel, "Determining Embedding Dimension for Phase-Space Reconstruction Using a Geometrical Construction," Phys. Rev. A, 45, 3403 (1992).
    • (1992) Phys. Rev. A , vol.45 , pp. 3403
    • Kennel, M.B.1    Brown, R.2    Abarbanel, H.D.I.3
  • 26
    • 0025517277 scopus 로고
    • Multiple filter methods for detection of hazardous states in an industrial plant
    • King, R., and E. D. Gilles, "Multiple Filter Methods for Detection of Hazardous States in an Industrial Plant," AIChE J., 36, 1697 (1990).
    • (1990) AIChE J. , vol.36 , pp. 1697
    • King, R.1    Gilles, E.D.2
  • 27
    • 0344162070 scopus 로고
    • Multiple kalman filters for early detection of hazardous states
    • Hangzhou, China
    • King, R., "Multiple Kalman Filters for Early Detection of Hazardous States," Proc. Industrial Process Modelling and Control, Hangzhou, China (1985).
    • (1985) Proc. Industrial Process Modelling and Control
    • King, R.1
  • 28
    • 35949015106 scopus 로고
    • Singular value decomposition and embedding dimension
    • Mees, A. I., P. E. Rapp, and L. S. Jennings, "Singular Value Decomposition and Embedding Dimension," Phys. Rev. A, 36, 340 (1987).
    • (1987) Phys. Rev. A , vol.36 , pp. 340
    • Mees, A.I.1    Rapp, P.E.2    Jennings, L.S.3
  • 29
    • 0000673432 scopus 로고
    • Templates and framed braids
    • Melvin, P., and N. B. Tufillaro, "Templates and Framed Braids," Phys. Rev. A, 44, 3419 (1991).
    • (1991) Phys. Rev. A , vol.44 , pp. 3419
    • Melvin, P.1    Tufillaro, N.B.2
  • 30
    • 0022661007 scopus 로고
    • Parametric sensitivity in fixed-bed reactors: The role of interparticle transfer resistances
    • Morbidelli, M., and A. Varma, "Parametric Sensitivity in Fixed-Bed Reactors: The Role of Interparticle Transfer Resistances," AIChE J., 32, 297 (1986).
    • (1986) AIChE J. , vol.32 , pp. 297
    • Morbidelli, M.1    Varma, A.2
  • 31
    • 0023590579 scopus 로고
    • Parametric sensitivity in fixed-bed reactors: Inter- and intraparticle resistances
    • Morbidelli, M., and A. Varma, "Parametric Sensitivity in Fixed-Bed Reactors: Inter- and Intraparticle Resistances," AIChE J., 33, 1949 (1987).
    • (1987) AIChE J. , vol.33 , pp. 1949
    • Morbidelli, M.1    Varma, A.2
  • 32
    • 0023853379 scopus 로고
    • A generalized criterion for parametric sensitivity
    • Morbidelli, M., and A. Varma, "A Generalized Criterion for Parametric Sensitivity," Chem. Eng. Sci., 43, 91 (1988).
    • (1988) Chem. Eng. Sci. , vol.43 , pp. 91
    • Morbidelli, M.1    Varma, A.2
  • 36
    • 0025460749 scopus 로고
    • Thermally safe operation of a semibatch reactor for liquid-liquid reactions. Slow reactions
    • Steensma, M., and K. R. Westerterp, "Thermally Safe Operation of a Semibatch Reactor for Liquid-Liquid Reactions. Slow Reactions," Ind. Eng. Chem. Res., 29, 1259 (1990).
    • (1990) Ind. Eng. Chem. Res. , vol.29 , pp. 1259
    • Steensma, M.1    Westerterp, K.R.2
  • 37
    • 0026310441 scopus 로고
    • Thermally safe operation of a semibatch reactor for liquid-liquid reactions. Fast reactions
    • Steensma, M., and K. R. Westerterp, "Thermally Safe Operation of a Semibatch Reactor for Liquid-Liquid Reactions. Fast Reactions," Chem. Eng. Technol., 14, 367 (1991).
    • (1991) Chem. Eng. Technol. , vol.14 , pp. 367
    • Steensma, M.1    Westerterp, K.R.2
  • 38
    • 0028481782 scopus 로고
    • A general method for assessing the thermal stability of batch chemical reactors by sensitivity calculation based on Lyapunov exponents
    • Strozzi, F., and J. M. Zaldívar, "A General Method for Assessing the Thermal Stability of Batch Chemical Reactors by Sensitivity Calculation Based on Lyapunov Exponents," Chem. Eng. Sci., 49, 2681 (1994).
    • (1994) Chem. Eng. Sci. , vol.49 , pp. 2681
    • Strozzi, F.1    Zaldívar, J.M.2
  • 39
    • 0028699193 scopus 로고
    • A method for assessing thermal stability of batch reactors by sensitive calculation based on Lyapunov exponents: Experimental verification
    • Strozzi, F., M. A. Alós, and J. M. Zaldívar, "A Method for Assessing Thermal Stability of Batch Reactors by Sensitive Calculation Based on Lyapunov Exponents: Experimental Verification," Chem. Eng. Sci., 49, 5549 (1994).
    • (1994) Chem. Eng. Sci. , vol.49 , pp. 5549
    • Strozzi, F.1    Alós, M.A.2    Zaldívar, J.M.3
  • 43
    • 0011299880 scopus 로고
    • Effsct of reactant consumption on the induction period and critical conditions for a thermal explosion
    • Thomas, P. H., "Effsct of Reactant Consumption on the Induction Period and Critical Conditions for a Thermal Explosion," Proc. R. Soc. A, 262, 192 (1961).
    • (1961) Proc. R. Soc. A , vol.262 , pp. 192
    • Thomas, P.H.1
  • 44
    • 0001744160 scopus 로고
    • Parametric sensitivity and self-similarity in thermal explosion theory
    • Vajda, S., and H. Rabitz, "Parametric Sensitivity and Self-Similarity in Thermal Explosion Theory," Chem. Eng. Sci., 47, 1063 (1992).
    • (1992) Chem. Eng. Sci. , vol.47 , pp. 1063
    • Vajda, S.1    Rabitz, H.2
  • 45
    • 0014858019 scopus 로고
    • Parametric sensitivity and runaway in fixed bed catalytic reactors
    • Van Welsenaere, R. J., and G. F. Froment, "Parametric Sensitivity and Runaway in Fixed Bed Catalytic Reactors," Chem. Eng. Sci., 25, 1503 (1970).
    • (1970) Chem. Eng. Sci. , vol.25 , pp. 1503
    • Van Welsenaere, R.J.1    Froment, G.F.2
  • 46
    • 0023862522 scopus 로고
    • Safe design of cooled tubular reactors for exothermic multiple reactions: Multiple reaction networks
    • Westerink, E. J., and K. R. Westerterp, "Safe Design of Cooled Tubular Reactors for Exothermic Multiple Reactions: Multiple Reaction Networks," Chem. Eng. Sci., 43, 1051 (1988).
    • (1988) Chem. Eng. Sci. , vol.43 , pp. 1051
    • Westerink, E.J.1    Westerterp, K.R.2
  • 47
    • 0021786573 scopus 로고
    • Safe design of cooled tubular reactors for exothermic, multiple reactions; consecutive reactions
    • Westerterp, K. R., and R. R. M. Overtoom, "Safe Design of Cooled Tubular Reactors for Exothermic, Multiple Reactions; Consecutive Reactions," Chem. Eng. Sci., 40, 155 (1985).
    • (1985) Chem. Eng. Sci. , vol.40 , pp. 155
    • Westerterp, K.R.1    Overtoom, R.R.M.2
  • 48
    • 48749140679 scopus 로고
    • Safe design of cooled tubular reactors for exothermic, multiple reactions; parallel reactions: I. Development of criteria
    • Westerterp, K. R., and K. Ptasinski, "Safe Design of Cooled Tubular Reactors for Exothermic, Multiple Reactions; Parallel Reactions: I. Development of Criteria," Chem. Eng. Sci., 39, 235 (1984a).
    • (1984) Chem. Eng. Sci. , vol.39 , pp. 235
    • Westerterp, K.R.1    Ptasinski, K.2
  • 49
    • 48749133967 scopus 로고
    • Safe design of cooled tubular reactors for exothermic, multiple reactions; parallel reactions: II. The design and operation of an ethylene oxide reactor
    • Westerterp, K. R., and K. Ptasinski, "Safe Design of Cooled Tubular Reactors for Exothermic, Multiple Reactions; Parallel Reactions: II. The Design and Operation of an Ethylene Oxide Reactor," Chem. Eng. Sci., 39, 245 (1984b).
    • (1984) Chem. Eng. Sci. , vol.39 , pp. 245
    • Westerterp, K.R.1    Ptasinski, K.2
  • 50
    • 0025536787 scopus 로고
    • Safe design and operation of tanks reactors for multiple-reaction networks: Uniqueness and multiplicity
    • Westerterp, K. R., and E. J. Westerink, "Safe Design and Operation of Tanks Reactors for Multiple-Reaction Networks: Uniqueness and Multiplicity," Chem. Eng. Sci., 45, 307 (1990).
    • (1990) Chem. Eng. Sci. , vol.45 , pp. 307
    • Westerterp, K.R.1    Westerink, E.J.2
  • 52
    • 0037547929 scopus 로고
    • Calculation and analysis of longitudinal temperature gradients in tubular reactors
    • Wilson, K. B., "Calculation and Analysis of Longitudinal Temperature Gradients in Tubular Reactors," Trans. Inst. Chem. Eng., 24, 77 (1946).
    • (1946) Trans. Inst. Chem. Eng. , vol.24 , pp. 77
    • Wilson, K.B.1
  • 53
    • 0008494528 scopus 로고
    • Determining lyapunov exponents from a time series
    • Wolf, A., J. B. Swift, H. R. Swinne, and J. A. Vastan, "Determining Lyapunov Exponents from a Time Series," Physical, 16D, 285 (1985).
    • (1985) Physical , vol.16 D , pp. 285
    • Wolf, A.1    Swift, J.B.2    Swinne, H.R.3    Vastan, J.A.4


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