A filter-based approach for performance assessment and enhancement of SISO control systems

Industrial and Engineering Chemistry Research

Volumn 44, Issue 22, 2005, Pages 8260-8276

  Jain, Mranal ^a   Lakshminarayanan, S ^a  

^a NATIONAL UNIVERSITY OF SINGAPORE   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

CLOSED LOOP CONTROL SYSTEMS; CONTROL EQUIPMENT; PROPORTIONAL CONTROL SYSTEMS; RANDOM PROCESSES;

CONTROL LOOPS; FILTER-BASED TECHNIQUE;

CONTROL SYSTEMS;

CHEMICAL ENGINEERING; CONTROL SYSTEM;

EID: 27844496138     PISSN: 08885885     EISSN: None     Source Type: Journal    
DOI: 10.1021/ie048745r     Document Type: Article

References (31)

1. Åström, K. J. Introduction to Stochastic Control Theory; Academic Press: New York, 1970.
2. Devries, W. R.; Wu, S. M. Evaluation of Process Control Effectiveness and Diagnosis of Variation in Paper Basis Weight via Multivariate Time Series Analysis. IEEE Trans. Autom. Control 1978, 23 (4), 702.
3. Harris, T. J. Assessment of Control Loop Performance. Can. J. Chem. Eng. 1989, 67, 856-861.
4. Stanfelj, N.; Marlin, T. E.; MacGregor, J. F. Monitoring and Diagnosing Control Loop Performance: The Single Loop Case. Ind. Eng. Chem. Res. 1993, 32, 301-314.
5. Desborough, L. D.; Harris, T. J. Performance Assessment Measures for Univariate Feedforward/Feedback Control. Can. J. Chem. Eng. 1993, 71, 605-616.
6. Vishnubhotla, A.; Shah, S. L.; Huang, B. Feedback and Feedforward Performance Analysis of the Shell Industrial Closed-Loop Data Set. In Proceedings of ADCHEM'97, Banff, Canada, 1997; pp 295-300.
7. Huang, B.; Shah, S. L.; Kwok, E. Z. Good, Bad or Optimal? Performance Assessment of Multivariable Processes. Automatica 1997, 33 (6), 1175-1183.
8. Harris, T. J.; Boudreau, F.; MacGregor, J. F. Performance Assessment of Multivariable Feedback Controllers. Automatica 1996, 32, 1505-1518.
9. Kozub, D. J. Controller Performance Monitoring and Diagnosis: Experiences and Challenges. AIChE Symp. Ser. 1997, 93 (316), 83.
10. Thornhill, N. F.; Oettinger, M.; Fedenczuk, P. Refinery-Wide Control Loop Performance Assessment. J. Process Control 1999, 9, 109.
11. Haarsma, G.; Nikolaou, M. Multivariate Controller Performance Monitoring: Lessons from an Application to a Snack Food Process. Unpublished work.
12. Harris, T. J.; Seppala, C. T.; Desborough, L. B. A Review of Performance Monitoring and Assessment Techniques for Univariate and Multivariate Control Systems. J. Process Control 1999, 9, 1-17.
13. Hoo, K. A.; Piovoso, M. J.; Schnelle, P. D.; Rowan, D. A. Process and Controller Performance Monitoring: Overview with Industrial Application. Int. J. Adapt. Control Signal Process. 2003, 17, 635-662.
14. Qin, S. J. Control Performance Monitoring - A Review and Assessment. Comput. Chem. Eng. 1998, 23, 173-186.
15. Huang, B.; Shah, S. L. Performance Assessment of Control Loops: Theory and Applications; Springer-Verlag: London, U.K., 1999.
16. Kendra, S. J.; Cinar, A. Controller Performance Assessment by Frequency Domain Technique. J. Process Control 1997, 7 (3), 181.
17. Tyler, M. L.; Morari, M. Performance Monitoring of Control Systems Using Likelihood Methods. Automatica 1995, 32, 1145.
18. Rengaswamy, R.; Hagglund, T.; Venkatsubramanian, V. A Qualitative Shape Analysis Formalism for Monitoring Control loop Performance. Eng. Appl. Artif. Intell. 2001, 14, 23-33.
19. Åström, K. J. Assessment of achievable performance of simple feedback loops. Int. J. Adapt. Control Signal Process. 1991, 5 (1), 3-19.
20. Swanda, A. P.; Seborg, D. E. Controller Performance Assessment Based on Setpoint Response Data. In Proceedings of the American Control Conference, San Diego, CA, June 1999; pp 3863-3867.
21. Eriksson, P. G.; Isaksson, A. J. Some Aspects of Control Loop Performance Monitoring. In Proceedings of the 3rd IEEE Conference on Control Applications, Glasgow, Scotland, 1994.
22. Ko, B. S.; Edgar, T. F. Assessment of Achievable PI Control Performance for Linear Processes with Dead Time. In Proceedings of the American Control Conference, Philadelphia, PA, June 1998; pp 1548-1552.
23. Agrawal, P.; Lakshminarayanan, S. Tuning PID Controllers using Achievable Performance Indices. Ind. Eng. Chem. Res. 2003, 42 (22), 5576-5582.
24. Ko, B. S.; Edgar, T. F. PID Control Performance Assessment: The Single Loop Case. AIChE J. 2004, 50 (6), 1211-1218.
25. Desborough, L. D.; Miller, R. M. Increasing Customer Value of Industrial Control Performance Monitoring - Honeywell's Experience. In Proceedings of CPC VI, Tucson, AZ, 2001.
26. Kwakernaak, H.; Sivan, R. Linear Optimal Control Systems; Wiley: New York, 1972.
27. Harris, T. J.; MacGregor, J. F. Design of Multivariable Linear-Quadratic Controllers Using Transfer Functions. AIChE J. 1987, (33), 1481-1495.
28. System Identification Toolbox, Version 2.2, MATLAB (Release 13), The MathWorks, Inc., Natick, MA.
29. Lakshminarayanan, S. Process Characterization and Control Using Multivariate Statistical Techniques, Ph.D. Thesis, Department of Chemical and Materials Engineering, University of Alberta, Canada, 1997.
30. Optimization Toolbox, Version 2.2, MATLAB (Release 13), The MathWorks, Inc., Natick, MA.
31. Jain, M.; Lakshminarayanan, S. A Filter Based Approach for Estimation of PI Achievable Performance. Presented at DYCOPS-6, Boston, MA, 2004.