A practical method for identifying the propagation path of plant-wide disturbances

Journal of Process Control

Volumn 18, Issue 7-8, 2008, Pages 707-719

  Bauer, Margret ^a   Thornhill, Nina F ^b  

^a ABB CORPORATE RESEARCH   (Germany)

^b IMPERIAL COLLEGE LONDON   (United Kingdom)

Author keywords

Causal map; Cross correlation function; Digraph; Fault diagnosis; Plant wide disturbance; Propagation path

Indexed keywords

CORRELATION METHODS; FAILURE ANALYSIS; FUNCTION EVALUATION; PROCESS CONTROL;

CAUSAL MAPS; CROSS-CORRELATION FUNCTION; PLANT-WIDE DISTURBANCE;

PRODUCT DEVELOPMENT;

EID: 44649107251     PISSN: 09591524     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jprocont.2007.11.007     Document Type: Article

References (24)

1. Qin S.J. Control performance monitoring - a review and assessment. Computers and Chemical Engineering 23 (1998) 173-186
2. Thornhill N.F., and Horch A. Advances and new directions in plant-wide controller performance assessment. Control Engineering Practice 15 (2007) 1196-1206
3. Isermann R., and Ballé P. Trends in the application of model-based fault detection and diagnosis of technical processes. Control Engineering Practice 5 (1997) 709-719
4. Hagglund T. A control-loop performance monitor. Control Engineering Practice 3 (1995) 1543-1551
5. Choudhury M.A.A.S., Shah S.L., and Thornhill N.F. Diagnosis of poor control loop performance using higher order statistics. Automatica 40 (2003) 1719-1728
6. Paulonis M.A., and Cox J.W. A practical approach for large-scale controller performance assessment, diagnosis and improvement. Journal of Process Control 13 (2003) 155-168
7. Desborough L., and Miller R. Increasing customer value of industrial control performance monitoring - Honeywell's experience. AIChE Symposium Series 326 98 (2002) 13-186
8. Holland P.W. Statistics and causal inference. Journal of the American Statistical Associations 81 396 (1986) 945-960
9. Pearl J. Causal diagrams for empirical research. Biometrika 82 4 (1995) 669-688
10. Pearl J. Causality (2000), Cambridge University Press
11. Schreiber T. Measuring information transfer. Physical Review Letters 85 (2000) 461-464
12. Bauer M., Cox J.W., Caveness M.H., Downs J.J., and Thornhill N.F. Finding the direction of disturbance propagation in a chemical process using transfer entropy. IEEE Transactions on Control Systems Technology 15 (2007) 12-21
13. Box G.E.P., Jenkins G.M., and Reinsel G.C. Time Series Analysis: Forecasting and Control (1994), Prentice Hall, New Jersey
14. Shapiro I.I., Pettengill G.H., Ash M.E., Stone M.L., Smith W.B., Ingalls R.P., and Brockelman R.A. Fourth test of General Relativity: preliminary results. Physical Review Letters 22 (1968) 1265-1269
15. Knapp C.H., and Carter G.C. Generalized correlation method for estimating time-delay. IEEE Transactions on Acoustics, Speech and Signal Processing 24 4 (1976) 320-327
16. Lai X., and Torp H. Interpolation methods for time-delay estimation using cross-correlation method for blood velocity measurements. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 46 2 (1999) 277-290
17. Viola F., and Walker W.F. A comparison of the performance of time-delay estimators in medical ultrasound. IEEE Transactions on Ultrasonics, Ferroelectrics and Frequency Control 50 4 (2003) 392-401
18. Dubosclard G., Donnadieu F., Allard P., Cordesses R., Hervier C., Coltelli M., Privitera E., and Kornprobst J. Doppler radar sounding of volcanic eruption dynamics at Mount Etna. Bulletin of Vulcanology 66 5 (2004) 443-456
19. T. Tabaru, K. Nakano, S. Shin, T. Matsuo, Plant data analysis by Gabor wavelet, in: Proceedings of SICE Annual Conference, Okayama, Japan, August 2005, pp. 950-955.
20. Press W.H., Teukolsky S.A., Vetterling W.T., and Flannery B.P. Numerical Recipes (2002), Cambridge University Press, Cambridge, UK
21. Iri M.K., Aoki E., O'Shima E., and Matsuyama H. An algorithm for diagnosis of system failures in the chemical process. Computers and Chemical Engineering 3 (1979) 489-493
22. Chiang L.H., and Braatz R.D. Process monitoring using causal map and multivariate statistics: fault detection and identification. Chemometrics and Intelligent Laboratory Systems 65 (2003) 159-178
23. Sehgal R., Gandhi O.P., and Angra S. Fault location of tribo-mechanical systems - a graph theory and matrix approach. Reliability Engineering and System Safety 70 (2000) 1-14
24. Gopaluni R.B., Raghavan H., Patwardhan R.S., Shah S.L., and Dumont G.A. Identification of delay dominant recycle systems. Journal of Process Control 16 (2006) 903-912