메뉴 건너뛰기




Volumn 38, Issue 4, 1999, Pages 1478-1488

Mixture principal component analysis models for process monitoring

Author keywords

[No Author keywords available]

Indexed keywords

CORRELATION METHODS; HEURISTIC METHODS; MATHEMATICAL MODELS; PATTERN RECOGNITION;

EID: 0032898793     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie980577d     Document Type: Article
Times cited : (108)

References (31)
  • 1
    • 0028484319 scopus 로고
    • A Fuzzy Neural Network and Its Application to Pattern Recognition
    • Kwan, H. K.; Cai, Y. A Fuzzy Neural Network and Its Application to Pattern Recognition, IEEE Trans. Fuzzy Syst. 1994, 2, 185.
    • (1994) IEEE Trans. Fuzzy Syst. , vol.2 , pp. 185
    • Kwan, H.K.1    Cai, Y.2
  • 5
    • 0025514444 scopus 로고
    • A Theoretical Basis for the Use of Principal Components Method for Monitoring Multivariate Processes
    • Wise, B. M.; Ricker, N. L.; Veltkamp, D. J.; Kowalski, B. R. A Theoretical Basis for the Use of Principal Components Method for Monitoring Multivariate Processes. Process Control Qual. 1990, 1, 41.
    • (1990) Process Control Qual. , vol.1 , pp. 41
    • Wise, B.M.1    Ricker, N.L.2    Veltkamp, D.J.3    Kowalski, B.R.4
  • 6
    • 0026108818 scopus 로고
    • Multivariate Statistical Monitoring of Process Operating Performance
    • Kresta, J. V.; MacGregor, J. F.; Marlin, T. E. Multivariate Statistical Monitoring of Process Operating Performance. Can. J. Chem. Eng. 1991, 69, 35.
    • (1991) Can. J. Chem. Eng. , vol.69 , pp. 35
    • Kresta, J.V.1    MacGregor, J.F.2    Marlin, T.E.3
  • 7
    • 0030262558 scopus 로고    scopus 로고
    • Multivariate SPC Method for Process and Product Monitoring
    • Kourti, T.; MacGregor, J. F. Multivariate SPC Method for Process and Product Monitoring. J. Qual. Technol. 1996, 28, 409.
    • (1996) J. Qual. Technol. , vol.28 , pp. 409
    • Kourti, T.1    MacGregor, J.F.2
  • 8
    • 0025920031 scopus 로고
    • Fault Diagnosis in Complex Chemical Plant Using Artificial Neural Networks
    • Hoskins, J.; Kaliyur, K.; Himmelblau, D. Fault Diagnosis in Complex Chemical Plant Using Artificial Neural Networks. AIChE. J. 1991, 37, 137.
    • (1991) AIChE. J. , vol.37 , pp. 137
    • Hoskins, J.1    Kaliyur, K.2    Himmelblau, D.3
  • 9
    • 0027543492 scopus 로고
    • Representing Bounded Fault Classes Using Neural Networks with Ellipsoidal Activation Functions
    • Kavuri, S.; Venkatasubramanian, V. Representing Bounded Fault Classes Using Neural Networks with Ellipsoidal Activation Functions. Comput. Chem. Eng. 1993, 17, 139.
    • (1993) Comput. Chem. Eng. , vol.17 , pp. 139
    • Kavuri, S.1    Venkatasubramanian, V.2
  • 10
    • 0027643095 scopus 로고
    • Using Fuzzy Clustering with Ellipsoidal Units in Neural Networks for Robust Fault Classification
    • Kavuri, S.; Venkatasubramanian, V. Using Fuzzy Clustering with Ellipsoidal Units in Neural Networks for Robust Fault Classification. Comput. Chem. Eng. 1993, 17, 765.
    • (1993) Comput. Chem. Eng. , vol.17 , pp. 765
    • Kavuri, S.1    Venkatasubramanian, V.2
  • 12
    • 0029251896 scopus 로고
    • A Syntactic Pattern Recognition Approach to Process Monitoring and Fault Diagnosis
    • Rengaswamy, R.; Venkatasubramanian, V. A Syntactic Pattern Recognition Approach to Process Monitoring and Fault Diagnosis. Eng. Appl. Artif. Intell. J. 1995, 8, 35.
    • (1995) Eng. Appl. Artif. Intell. J. , vol.8 , pp. 35
    • Rengaswamy, R.1    Venkatasubramanian, V.2
  • 13
    • 0000386747 scopus 로고    scopus 로고
    • WaveARX Neural Network Development for System Identification Using a Systematic Design Synthesis
    • Chen, J.; Bruns, D. D. WaveARX Neural Network Development for System Identification Using a Systematic Design Synthesis. Ind. Eng. Chem. Res. 1996, 34, 4420.
    • (1996) Ind. Eng. Chem. Res. , vol.34 , pp. 4420
    • Chen, J.1    Bruns, D.D.2
  • 14
    • 0025490985 scopus 로고
    • Networks for Approximation and Learning
    • Poggio, T.; Girosi, F. Networks for Approximation and Learning. Proc. IEEE 1990, 78, 1481.
    • (1990) Proc. IEEE , vol.78 , pp. 1481
    • Poggio, T.1    Girosi, F.2
  • 15
    • 0028517197 scopus 로고
    • Probability Density Estimation Using Elliptical Basis Functions
    • Johnston, L. P. M.; Kramer, M. A. Probability Density Estimation Using Elliptical Basis Functions. AIChE J. 1994, 40, 1639.
    • (1994) AIChE J. , vol.40 , pp. 1639
    • Johnston, L.P.M.1    Kramer, M.A.2
  • 16
    • 0001473437 scopus 로고
    • On Estimation of Probability Density Function and Mode
    • Parzen, E. On Estimation of Probability Density Function and Mode. Ann. Math. Stat. 1962, 33, 1065.
    • (1962) Ann. Math. Stat. , vol.33 , pp. 1065
    • Parzen, E.1
  • 20
    • 0030260017 scopus 로고    scopus 로고
    • A Robust Algorithm for Automatic Extraction of an Unknown Number of Clusters from Noisy Data
    • Frigui, H.; Krishnapuram, R. A Robust Algorithm for Automatic Extraction of an Unknown Number of Clusters from Noisy Data. Pattern Recognit. Lett. 1996, 17, 1223.
    • (1996) Pattern Recognit. Lett. , vol.17 , pp. 1223
    • Frigui, H.1    Krishnapuram, R.2
  • 21
    • 0032046705 scopus 로고    scopus 로고
    • Product and Process Development Using Artificial Neural Network Model and Information Theory
    • Chen, J.; Wong, D. S. H.; Jang, S.-S.; Yang, S.-L. Product and Process Development Using Artificial Neural Network Model and Information Theory. AIChE J. 1998, 44, 876.
    • (1998) AIChE J. , vol.44 , pp. 876
    • Chen, J.1    Wong, D.S.H.2    Jang, S.-S.3    Yang, S.-L.4
  • 22
    • 0030261849 scopus 로고    scopus 로고
    • Automatic Determination of the Spread Parameter in Gaussian Smoothing
    • Lin, H.-C.; Wang, L.-L.; Yang, S.-N. Automatic Determination of the Spread Parameter in Gaussian Smoothing. Pattern Recognit. Lett. 1996, 17, 1247.
    • (1996) Pattern Recognit. Lett. , vol.17 , pp. 1247
    • Lin, H.-C.1    Wang, L.-L.2    Yang, S.-N.3
  • 23
    • 0001461349 scopus 로고
    • Entropy, Distance Measure and Similarity Measure of Fuzzy Sets and Their Relations
    • Liu, X. Entropy, Distance Measure and Similarity Measure of Fuzzy Sets and Their Relations. Fuzzy Sets Syst. 1992, 52, 305.
    • (1992) Fuzzy Sets Syst. , vol.52 , pp. 305
    • Liu, X.1
  • 24
    • 0009981746 scopus 로고
    • A Comparative Assessment of Measures of Similarity of Fuzzy Values
    • Pappis, C. P.; Karacapilidis, N. I. A Comparative Assessment of Measures of Similarity of Fuzzy Values. Fuzzy Sets Syst. 1993, 56, 171.
    • (1993) Fuzzy Sets Syst. , vol.56 , pp. 171
    • Pappis, C.P.1    Karacapilidis, N.I.2
  • 25
    • 43949161247 scopus 로고
    • Similarity Measure between Fuzzy Sets and between Elements
    • Hyung, L. K.; Song, Y. S.; Lee, K. M. Similarity Measure between Fuzzy Sets and between Elements. Fuzzy Sets Syst. 1994, 62, 291.
    • (1994) Fuzzy Sets Syst. , vol.62 , pp. 291
    • Hyung, L.K.1    Song, Y.S.2    Lee, K.M.3
  • 27
    • 38249013490 scopus 로고
    • On the Nature of Fault Space Classification Structure Developed by Neural Networks
    • Vaidyanathan, R.; Venkatasurbramanian, V. On the Nature of Fault Space Classification Structure Developed by Neural Networks. Eng. Appl. Artif. Intell. J. 1992, 5, 289.
    • (1992) Eng. Appl. Artif. Intell. J. , vol.5 , pp. 289
    • Vaidyanathan, R.1    Venkatasurbramanian, V.2
  • 28
    • 0027561446 scopus 로고
    • A Plant-wide Industrial Process Control Problem
    • Downs, J. J.; Vogel, E. F. A Plant-wide Industrial Process Control Problem. Comput. Chem. Eng. 1993, 17, 245.
    • (1993) Comput. Chem. Eng. , vol.17 , pp. 245
    • Downs, J.J.1    Vogel, E.F.2
  • 29
    • 0028431355 scopus 로고
    • Base Control for the Tennessee Eastman Problem
    • McAvoy, T. J.; Ye, N. Base Control for the Tennessee Eastman Problem, Comput. Chem. Eng. 1994, 18, 383.
    • (1994) Comput. Chem. Eng. , vol.18 , pp. 383
    • McAvoy, T.J.1    Ye, N.2
  • 30
    • 0043015539 scopus 로고    scopus 로고
    • Nonlinear Principal Component Analysis - Based on Principal Curves and Neural Networks
    • Dong, D.; McAvoy, T. J. Nonlinear Principal Component Analysis - based on Principal Curves and Neural Networks. Comput. Chem. Eng. 1996, 20, 65.
    • (1996) Comput. Chem. Eng. , vol.20 , pp. 65
    • Dong, D.1    McAvoy, T.J.2
  • 31
    • 0028892168 scopus 로고
    • Disturbance Detection and Isolation by Dynamic Principal Component Analysis
    • Ku, W.; Storer, R. H.; Georegakis, C. Disturbance Detection and Isolation by Dynamic Principal Component Analysis. Chem. Intell. Lab. Syst. 1995, 30, 179.
    • (1995) Chem. Intell. Lab. Syst. , vol.30 , pp. 179
    • Ku, W.1    Storer, R.H.2    Georegakis, C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.