메뉴 건너뛰기




Volumn 49, Issue 7, 2003, Pages 1787-1802

Probabilistic model for sensor fault detection and identification

Author keywords

[No Author keywords available]

Indexed keywords

CHEMICAL REACTORS; DATA REDUCTION; FAILURE ANALYSIS; POLYMERIZATION; PROBABILITY;

EID: 0038148305     PISSN: 00011541     EISSN: None     Source Type: Journal    
DOI: 10.1002/aic.690490716     Document Type: Article
Times cited : (71)

References (38)
  • 1
    • 0029203530 scopus 로고
    • A methodology for intelligent sensor validation and fusion used in tracking and avoidance of objects for automated vehicles
    • Seattle, WA
    • Alag, S., K. Goebel, and A. Agogino, "A Methodology for Intelligent Sensor Validation and Fusion used in Tracking and Avoidance of Objects for Automated Vehicles," Proc. of Amer. Contr. Conf., Seattle, WA, 3647 (1995).
    • (1995) Proc. of Amer. Contr. Conf. , pp. 3647
    • Alag, S.1    Goebel, K.2    Agogino, A.3
  • 2
    • 0028438609 scopus 로고
    • Identification of gross errors in material balance measurements by means of neural nets
    • Aldrich, C., and J. S. J. Van Deventer, "Identification of Gross Errors in Material Balance Measurements by Means of Neural Nets," Chem. Eng. Sci., 49, 1357 (1994).
    • (1994) Chem. Eng. Sci. , vol.49 , pp. 1357
    • Aldrich, C.1    Van Deventer, J.S.J.2
  • 4
    • 0033736574 scopus 로고    scopus 로고
    • Instrument fault detection and isolation: State of the art and new research trends
    • Betta, G., and A. Pietrosanto, "Instrument Fault Detection and Isolation: State of the Art and New Research Trends," IEEE Trans. Instr. and Meas., 49, 100 (2000).
    • (2000) IEEE Trans. Instr. and Meas. , vol.49 , pp. 100
    • Betta, G.1    Pietrosanto, A.2
  • 5
    • 0026389291 scopus 로고
    • Sensor fault detection using state vector estimator and feed-forward neural networks applied to a simulated biochemical process
    • Bulsari, A., A. Medvedev, and H. Saxen, "Sensor Fault Detection Using State Vector Estimator and Feed-Forward Neural Networks Applied to a Simulated Biochemical Process," Acta Polytech. Scand., Chem. Technol. Metall. Ser., 20, 199 (1991).
    • (1991) Acta Polytech. Scand., Chem. Technol. Metall. Ser. , vol.20 , pp. 199
    • Bulsari, A.1    Medvedev, A.2    Saxen, H.3
  • 7
    • 0017994899 scopus 로고
    • A simplified instrument failure detection scheme
    • Clark, R. N., "A Simplified Instrument Failure Detection Scheme," IEEE Trans. Aerosp. Electron. Syst., 14, 558 (1978b).
    • (1978) IEEE Trans. Aerosp. Electron. Syst. , vol.14 , pp. 558
    • Clark, R.N.1
  • 10
    • 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
  • 11
    • 0019038474 scopus 로고
    • Sensitivity discriminating observer design for instrument failure detection
    • Frank, P. M., and L. Keller, "Sensitivity Discriminating Observer Design for Instrument Failure Detection," IEEE Trans. Aerosp. Electron. Syst., 16, 456 (1980).
    • (1980) IEEE Trans. Aerosp. Electron. Syst. , vol.16 , pp. 456
    • Frank, P.M.1    Keller, L.2
  • 12
    • 0000333541 scopus 로고    scopus 로고
    • Principal component analysis and parity relations-a strong duality
    • Gertler, J. J., and T. J. McAvoy, "Principal Component Analysis and Parity Relations-A Strong Duality," IFAC SAFEPROCESS Symp., 2, 837 (1997).
    • (1997) IFAC SAFEPROCESS Symp. , vol.2 , pp. 837
    • Gertler, J.J.1    McAvoy, T.J.2
  • 13
    • 0033083952 scopus 로고    scopus 로고
    • Isolation enhanced principal component analysis
    • Gertler, J. J., W. Li, Y. Huang, and T. J. McAvoy, "Isolation Enhanced Principal Component Analysis," AIChE J., 29, 243 (1999).
    • (1999) AIChE J. , vol.29 , pp. 243
    • Gertler, J.J.1    Li, W.2    Huang, Y.3    McAvoy, T.J.4
  • 14
    • 0027643091 scopus 로고
    • Application of neural networks for gross error detection
    • Gupta, G., and N. Shankar, "Application of Neural Networks for Gross Error Detection," Ind. Eng. Chem. Res., 32, 1651 (1993).
    • (1993) Ind. Eng. Chem. Res. , vol.32 , pp. 1651
    • Gupta, G.1    Shankar, N.2
  • 15
    • 0025415760 scopus 로고
    • Nonlinear model predictive control of styrene polymerization at unstable operating points
    • Hidalgo, P. M., and C. B. Brosilow, "Nonlinear Model Predictive Control of Styrene Polymerization at Unstable Operating Points," Comput. Chem. Eng., 14, 481 (1990).
    • (1990) Comput. Chem. Eng. , vol.14 , pp. 481
    • Hidalgo, P.M.1    Brosilow, C.B.2
  • 18
    • 0026849990 scopus 로고
    • Autoassociative neural networks
    • Kramer, M. A., "Autoassociative Neural Networks," Comput. Chem. Eng., 16, 313 (1992).
    • (1992) Comput. Chem. Eng. , vol.16 , pp. 313
    • Kramer, M.A.1
  • 20
    • 0001006209 scopus 로고
    • Local computation with probabilities on graphical structures and their application to expert systems
    • Lauritzen, S. L., and D. J. Spieglhalter, "Local Computation with Probabilities on Graphical Structures and Their Application to Expert Systems," J. Roy. Stat. Soc., B, 50, 157 (1988).
    • (1988) J. Roy. Stat. Soc., B , vol.50 , pp. 157
    • Lauritzen, S.L.1    Spieglhalter, D.J.2
  • 21
    • 0030687760 scopus 로고    scopus 로고
    • Fault diagnosis and temperature sensor recovery for an air-handling unit
    • Lee, W. Y., J. M. House, and D. R. Shin, "Fault Diagnosis and Temperature Sensor Recovery for an Air-Handling Unit," ASHRAE Trans., 103 621 (1997).
    • (1997) ASHRAE Trans. , vol.103 , pp. 621
    • Lee, W.Y.1    House, J.M.2    Shin, D.R.3
  • 22
    • 0013069053 scopus 로고
    • Multivariate statistical methods for monitoring large databases from chemical processes
    • San Francisco
    • MacGregor, J. F., "Multivariate Statistical Methods for Monitoring Large Databases from Chemical Processes," AIChE Meeting, San Francisco (1989).
    • (1989) AIChE Meeting
    • MacGregor, J.F.1
  • 23
    • 0015126334 scopus 로고
    • An innovations approach to fault detection and diagnosis in dynamic systems
    • Mehra, R. K., and I. Peshon, "An Innovations Approach to Fault Detection and Diagnosis in Dynamic Systems," Automatica, 7, 637 (1971).
    • (1971) Automatica , vol.7 , pp. 637
    • Mehra, R.K.1    Peshon, I.2
  • 26
    • 0031147879 scopus 로고    scopus 로고
    • Observer-based fault detection and isolation: Robustness and applications
    • May
    • Patton, R. J. and J. Chen, "Observer-Based Fault Detection and Isolation: Robustness and Applications," Control Eng. Practice, 5, 671 (May 1997).
    • (1997) Control Eng. Practice , vol.5 , pp. 671
    • Patton, R.J.1    Chen, J.2
  • 29
    • 0033198809 scopus 로고    scopus 로고
    • Detection, identification, and reconstruction of faulty sensors with maximized sensitivity
    • Qin, S. J. and W. Li, "Detection, Identification, and Reconstruction of Faulty Sensors with Maximized Sensitivity," AIChE J., 45(9), 1813 (1999).
    • (1999) AIChE J. , vol.45 , Issue.9 , pp. 1813
    • Qin, S.J.1    Li, W.2
  • 30
    • 38249002202 scopus 로고
    • Comparison of belief networks and rule-based expert systems for fault diagnosis of chemical
    • Rojas-Guzman, C., and M. A. Kramer, "Comparison of Belief Networks and Rule-based Expert Systems for fault Diagnosis of Chemical," Eng. Applic. Artif. Intell., 6, 191 (1993).
    • (1993) Eng. Applic. Artif. Intell. , vol.6 , pp. 191
    • Rojas-Guzman, C.1    Kramer, M.A.2
  • 31
    • 0029711483 scopus 로고    scopus 로고
    • Gross measurements error detection/identification for an industrial ethylene reactor
    • Sanchez, M., G. Sentoni, S. Schbib, S. Tonelli, and J. Romagnoli, "Gross Measurements Error Detection/Identification for an Industrial Ethylene Reactor," Comput. Chem. Eng., 20(972), S1559 (1996).
    • (1996) Comput. Chem. Eng. , vol.20 , Issue.972
    • Sanchez, M.1    Sentoni, G.2    Schbib, S.3    Tonelli, S.4    Romagnoli, J.5
  • 33
    • 0027850563 scopus 로고
    • Data rectification and gross error detection in a steady-state process via artificial neural networks
    • Terry, P. A., and D. M. Himmelblau, "Data Rectification and Gross Error Detection in a Steady-State Process Via Artificial Neural Networks," Ind. Eng. Chem. Res., 32, 3020 (1993).
    • (1993) Ind. Eng. Chem. Res. , vol.32 , pp. 3020
    • Terry, P.A.1    Himmelblau, D.M.2
  • 34
    • 0037634911 scopus 로고    scopus 로고
    • Analysis of multi-block PCA and PLS for fault detection and identification
    • Los Angeles
    • Valle, S., J. S. Qin, and M. J. Piovoso, "Analysis of Multi-Block PCA and PLS for Fault Detection and Identification," AIChE Meeting, Los Angeles (2000).
    • (2000) AIChE Meeting
    • Valle, S.1    Qin, J.S.2    Piovoso, M.J.3
  • 35
    • 0020092248 scopus 로고
    • Instrument fault detection in systems with uncertainties
    • Watanabe, K., and D. M. Himmelblau, "Instrument Fault Detection in Systems with Uncertainties," Int. J. Syst. Sci., 13, 73 (1982).
    • (1982) Int. J. Syst. Sci. , vol.13 , pp. 73
    • Watanabe, K.1    Himmelblau, D.M.2
  • 36
    • 0028732122 scopus 로고
    • Diagnosis of instrument fault
    • Hamamatsu, Japan
    • Watanabe, K., A. Komori, and T. Kiyama, "Diagnosis of Instrument Fault," Proc. IEEE IMTC, Hamamatsu, Japan, 386 (1994).
    • (1994) Proc. IEEE IMTC , pp. 386
    • Watanabe, K.1    Komori, A.2    Kiyama, T.3
  • 38
    • 0037634909 scopus 로고    scopus 로고
    • PCA of multiscale data and its application to fault isolation
    • Los Angeles
    • Yoon, S., and J. F. MacGregor, "PCA of Multiscale Data and its Application to Fault Isolation," AIChE Meeting, Los Angeles (2000).
    • (2000) AIChE Meeting
    • Yoon, S.1    MacGregor, J.F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.