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Volumn 47, Issue 4, 2001, Pages 906-919

Qualitative/quantitative simulation of process temporal behavior using clustered fuzzy digraphs

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY SETS; INFORMATION ANALYSIS; PRINCIPAL COMPONENT ANALYSIS;

EID: 0012224096     PISSN: 00011541     EISSN: None     Source Type: Journal    
DOI: 10.1002/aic.690470413     Document Type: Article
Times cited : (10)

References (33)
  • 1
    • 0009503289 scopus 로고    scopus 로고
    • Reasoning in time: Modeling analysis and pattern recognition of temporal process trends
    • G. Stephanopoulos and C. Han, eds., Academic Press, New York
    • Bakshi, B. R., and G. Stephanopoulos, "Reasoning in Time: Modeling, Analysis and Pattern Recognition of Temporal Process Trends," Intelligent Systems in Process Engineering: Paradigms from Design and Operations, G. Stephanopoulos and C. Han, eds., Academic Press, New York (1996).
    • (1996) Intelligent Systems in Process Engineering: Paradigms from Design and Operations
    • Bakshi, B.R.1    Stephanopoulos, G.2
  • 2
    • 0028042615 scopus 로고
    • Representation of process trends: III. Multiscale extraction of trends from process data
    • Bakshi, B. R., and G. Stephanopoulos, "Representation of Process Trends: III. Multiscale Extraction of Trends from Process Data," Comput. Chem. Eng., 18, 267 (1994a).
    • (1994) Comput. Chem. Eng. , vol.18 , pp. 267
    • Bakshi, B.R.1    Stephanopoulos, G.2
  • 3
    • 0027949580 scopus 로고
    • Representation of process trends: IV. Induction of real-time patterns from operating data for diagnosis and supervisory control
    • Bakshi, B. R., and G. Stephanopoulos, "Representation of Process Trends: IV. Induction of Real-Time Patterns from Operating Data for Diagnosis and Supervisory Control," Comput. Chem. Eng., 18, 303 (1994b).
    • (1994) Comput. Chem. Eng. , vol.18 , pp. 303
    • Bakshi, B.R.1    Stephanopoulos, G.2
  • 5
    • 0039528872 scopus 로고    scopus 로고
    • The dynamics of on-line principal component analysis
    • Biehl, M., and E. Schlosser, "The Dynamics of On-Line Principal Component Analysis," J. Phys. A.-Math. Gen., 31, L97 (1998).
    • (1998) J. Phys. A.-Math. Gen. , vol.31
    • Biehl, M.1    Schlosser, E.2
  • 6
    • 0033168863 scopus 로고    scopus 로고
    • Application of wavelets and neural networks to diagnostic system development: 1. Feature extraction
    • Chen, B. H., X. Z. Wang, S. H. Yang, and C. McGreavy, "Application of Wavelets and Neural Networks to Diagnostic System Development: 1. Feature Extraction," Comput. Chem. Eng., 23, 899 (1999).
    • (1999) Comput. Chem. Eng. , vol.23 , pp. 899
    • Chen, B.H.1    Wang, X.Z.2    Yang, S.H.3    McGreavy, C.4
  • 7
    • 0030396704 scopus 로고    scopus 로고
    • Robust PCA and normal region in multivariate statistical process monitoring
    • Chen, J. G., J. A. Bandoni, and J. A. Romagnoli, "Robust PCA and Normal Region in Multivariate Statistical Process Monitoring," AIChE J., 42, 3563 (1996).
    • (1996) AIChE J. , vol.42 , pp. 3563
    • Chen, J.G.1    Bandoni, J.A.2    Romagnoli, J.A.3
  • 8
    • 0025418386 scopus 로고
    • Representation of process trends: 1. A formal representation framework
    • Cheung, J. T. Y., and G. Stephanopoulos, "Representation of Process Trends: 1. A Formal Representation Framework," Comput. Chem. Eng., 14, 495 (1990a).
    • (1990) Comput. Chem. Eng. , vol.14 , pp. 495
    • Cheung, J.T.Y.1    Stephanopoulos, G.2
  • 9
    • 0025419215 scopus 로고
    • Representation of process trends: 2. The problem of scale and qualitative scaling
    • Cheung, J. T. Y., and G. Stephanopoulos, "Representation of Process Trends: 2. The Problem of Scale and Qualitative Scaling," Comput. Chem. Eng., 14, 511 (1990b).
    • (1990) Comput. Chem. Eng. , vol.14 , pp. 511
    • Cheung, J.T.Y.1    Stephanopoulos, G.2
  • 10
    • 0043015539 scopus 로고    scopus 로고
    • Nonlinear principal component analysis - Based on principal curves and neural networks
    • Dong, D., and T. J. McAvoy, "Nonlinear Principal Component Analysis - Based on Principal Curves and Neural Networks," Comput. Chem. Eng., 20, 65 (1996).
    • (1996) Comput. Chem. Eng. , vol.20 , pp. 65
    • Dong, D.1    McAvoy, T.J.2
  • 11
    • 0030269512 scopus 로고    scopus 로고
    • Identification of faulty sensors using principal component analysis
    • Dunia, R., S. J. Qin, T. F. Edgar, and T. J. McAvoy, "Identification of Faulty Sensors Using Principal Component Analysis," AIChE J., 42, 2797 (1996).
    • (1996) AIChE J. , vol.42 , pp. 2797
    • Dunia, R.1    Qin, S.J.2    Edgar, T.F.3    McAvoy, T.J.4
  • 13
    • 58149421595 scopus 로고
    • Analysis of a complex of statistical variables into principal components
    • Hotelling, H., "Analysis of a Complex of Statistical Variables into Principal Components," J. Educ. Psychol., 24, 417, 498 (1933).
    • (1933) J. Educ. Psychol. , vol.24 , pp. 417
    • Hotelling, H.1
  • 14
    • 0033166138 scopus 로고    scopus 로고
    • Application of fuzzy causal networks to waste water treatment plants
    • Huang, Y. C., and X. Z. Wang, "Application of Fuzzy Causal Networks to Waste Water Treatment Plants," Chem. Eng. Sci., 54, 2731 (1999).
    • (1999) Chem. Eng. Sci. , vol.54 , pp. 2731
    • Huang, Y.C.1    Wang, X.Z.2
  • 15
    • 0018651048 scopus 로고
    • An algorithm for diagnosis of system failures in the chemical process
    • Iri, M., K. Aoki, E. O'Shima, and H. Matsuyama, "An Algorithm for Diagnosis of System Failures in the Chemical Process," Comput. Chem. Eng., 3, 489 (1979).
    • (1979) Comput. Chem. Eng. , vol.3 , pp. 489
    • Iri, M.1    Aoki, K.2    O'Shima, E.3    Matsuyama, H.4
  • 16
    • 0000923201 scopus 로고
    • Automatic generation of qualitative descriptions of process trends for fault detection and diagnosis
    • Janusz, M. E., and V. Venkatasubramanian, "Automatic Generation of Qualitative Descriptions of Process Trends for Fault Detection and Diagnosis," Eng. App. Artif. Intell., 4, 329 (1991).
    • (1991) Eng. App. Artif. Intell. , vol.4 , pp. 329
    • Janusz, M.E.1    Venkatasubramanian, V.2
  • 18
    • 0033103691 scopus 로고    scopus 로고
    • Multiple-fault diagnosis under uncertain conditions by the quantification of qualitative relations
    • Lee, G. B., B. W. Lee, E. S. Yoon, and C. H. Han, "Multiple-Fault Diagnosis Under Uncertain Conditions by the Quantification of Qualitative Relations," Ind. Eng. Chem. Res., 38, 988 (1999).
    • (1999) Ind. Eng. Chem. Res. , vol.38 , pp. 988
    • Lee, G.B.1    Lee, B.W.2    Yoon, E.S.3    Han, C.H.4
  • 19
    • 0029267381 scopus 로고
    • Statistical process control of multivariable processes
    • MacGregor, J. F., and T. Kourti, "Statistical Process Control of Multivariable Processes," Control Eng. Practice, 3, 403 (1995).
    • (1995) Control Eng. Practice , vol.3 , pp. 403
    • MacGregor, J.F.1    Kourti, T.2
  • 21
    • 0042815686 scopus 로고
    • Expert systems in on-line process control
    • M. Morari and T. J. McAvoy, eds., Elsevier, Amsterdam
    • Moore, R. L., and M. A. Kramer, "Expert Systems in On-Line Process Control," Chemical Process Control - CPCIII, M. Morari and T. J. McAvoy, eds., Elsevier, Amsterdam (1986).
    • (1986) Chemical Process Control - CPCIII
    • Moore, R.L.1    Kramer, M.A.2
  • 22
    • 0031208457 scopus 로고    scopus 로고
    • Statistical monitoring of multivariable dynamic processes with state space models
    • Negiz, A., and A. Cinar, "Statistical Monitoring of Multivariable Dynamic Processes with State Space Models," AIChE J., 43, 2002 (1997).
    • (1997) AIChE J. , vol.43 , pp. 2002
    • Negiz, A.1    Cinar, A.2
  • 23
    • 0032179394 scopus 로고    scopus 로고
    • Multivariate statistical analysis of an emulsion batch process
    • Neogi, D., and C. E. Schlags, "Multivariate Statistical Analysis of an Emulsion Batch Process," Ind. Eng. Chem. Res., 37, 3971 (1998).
    • (1998) Ind. Eng. Chem. Res. , vol.37 , pp. 3971
    • Neogi, D.1    Schlags, C.E.2
  • 24
    • 0028483476 scopus 로고
    • Monitoring batch processes using multiway principal component analysis
    • Nomikos, P., and J. F. MacGregor, "Monitoring Batch Processes Using Multiway Principal Component Analysis," AIChE J., 40, 1361 (1994).
    • (1994) AIChE J. , vol.40 , pp. 1361
    • Nomikos, P.1    MacGregor, J.F.2
  • 25
    • 0000325341 scopus 로고
    • On lines and planes of closest fit to systems of points in space
    • Pearson, K., "On Lines and Planes of Closest Fit to Systems of Points in Space," Phil. Mag., 2, 559 (1901).
    • (1901) Phil. Mag. , vol.2 , pp. 559
    • Pearson, K.1
  • 26
    • 0026820899 scopus 로고
    • Continuous process improvement through inductive and analogical learning
    • Saraiva, P. M., and G. Stephanopoulos, "Continuous Process Improvement Through Inductive and Analogical Learning," AIChE J., 8, 161 (1992).
    • (1992) AIChE J. , vol.8 , pp. 161
    • Saraiva, P.M.1    Stephanopoulos, G.2
  • 27
    • 0033230994 scopus 로고    scopus 로고
    • Selection of the number of principal components: The variance of the reconstruction error criterion with a comparison to other methods
    • Valle, S., W. H. Li, and S. J. Qin, "Selection of the Number of Principal Components: The Variance of the Reconstruction Error Criterion with a Comparison to Other Methods," Ind. Eng. Chem. Res., 38, 4389 (1999).
    • (1999) Ind. Eng. Chem. Res. , vol.38 , pp. 4389
    • Valle, S.1    Li, W.H.2    Qin, S.J.3
  • 28
    • 0032825185 scopus 로고    scopus 로고
    • PCA-SDG based process monitoring and fault diagnosis
    • Vedam, H., and V. Venkatasubramanian, "PCA-SDG Based Process Monitoring and Fault Diagnosis," Control Eng. Practice, 7, 903 (1999).
    • (1999) Control Eng. Practice , vol.7 , pp. 903
    • Vedam, H.1    Venkatasubramanian, V.2
  • 29
    • 0033216692 scopus 로고    scopus 로고
    • Combining conceptual clustering and principal component analysis for state space based process monitoring
    • Wang, X. Z., and R. F. Li, "Combining Conceptual Clustering and Principal Component Analysis for State Space Based Process Monitoring," Ind. Eng. Chem. Res., 38, 4345 (1999).
    • (1999) Ind. Eng. Chem. Res. , vol.38 , pp. 4345
    • Wang, X.Z.1    Li, R.F.2
  • 30
    • 0031272120 scopus 로고    scopus 로고
    • Data mining for failure diagnosis of process units by leaming probabilistic networks
    • Wang, X. Z., B. H. Chen, and C. McGreavy, "Data Mining for Failure Diagnosis of Process Units by Leaming Probabilistic Networks," Trans. Inst. Chem. Eng., 75(Part B), 210 (1997).
    • (1997) Trans. Inst. Chem. Eng. , vol.75 , Issue.PART B , pp. 210
    • Wang, X.Z.1    Chen, B.H.2    McGreavy, C.3
  • 32
    • 0026849114 scopus 로고
    • Knowledge-based interpretation of sensor patterns
    • Whiteley, J. R., and J. F. Davis, "Knowledge-Based Interpretation of Sensor Patterns," Comput. Chem. Eng., 16, 329 (1992).
    • (1992) Comput. Chem. Eng. , vol.16 , pp. 329
    • Whiteley, J.R.1    Davis, J.F.2
  • 33
    • 0003273566 scopus 로고    scopus 로고
    • Application of the intelligent alarm system for the plant operation
    • Yamanaka, F., and T. Nishiya, "Application of the Intelligent Alarm System for the Plant Operation," Comput. Chem. Eng., 21, S625 (1997).
    • (1997) Comput. Chem. Eng. , vol.21
    • Yamanaka, F.1    Nishiya, T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.