Closed-loop identification for parametric models using frequency response techniques

Chemical Engineering Communications

Volumn 161, Issue , 1997, Pages 125-148

  Huang, Chi Tsung ^a   Ou, Tung Chin ^a   Chen, Chin Yin ^a  

^a TUNGHAI UNIVERSITY   (Taiwan)

Author keywords

Fourier transforms; Frequency domain fitting; Parametric identification; Self and nonself regulating processes

Indexed keywords

CLOSED LOOP CONTROL SYSTEMS; FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; FREQUENCY RESPONSE; IDENTIFICATION (CONTROL SYSTEMS); INTEGRATED CONTROL; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; PROPORTIONAL CONTROL SYSTEMS;

PARAMETRIC MODELS; PARSEVAL'S THEOREM; SINGLE DYNAMIC TEST;

PROCESS CONTROL;

EID: 0031191757     PISSN: 00986445     EISSN: None     Source Type: Journal    
DOI: 10.1080/00986449708936623     Document Type: Article

References (25)

1. Clements, W. C. and Schnelle, K. B. (1963) "Pulse Testing for Dynamic Analysis," Ind. Eng. Chem. Process Des. Dev., 2(2), 94.
2. Deshpande, P. B. (1980) "Process Identification of Open-Loop Unstable Systems," AIChE J., 26(2), 305.
3. Deshpande, P. B. and Ash, R. H. (1988) Computer Process Control with Advanced Control Applications, Instrument Society of America, Research Triangle Park, NC.
4. Hägglund, T. and Åström, K.J. (1991) "Industrial Adaptive Controllers Based on Frequency Response Techniques," Automatica, 27(4), 599.
5. Hays, J. R., Clements, W. C. and Harris, T. R. (1967) "The Frequency Domain Evaluation of Mathematical Models for Dynamic Systems," AIChE J., 13(2), 374.
6. Hougen, J. O. (1979) Measurements and Control Applications, 2nd ed., Instrument Society of America, Research Triangle Park, NC.
7. Huang, C.-C. and Yu, C.-C. (1989) "Evaluation of the Process Transfer Function Using Partial Pulse Response Data," Ind. Eng. Chem. Res., 28(9), 1304.
8. Huang, C.-T, Chou, C.-J. and Chen, L.-Z. (1997) "An Automatic PID Controller Tuning Method by Frequency Response Techniques," Can. J. Chem. Eng., In Press.
9. Huang, C.-T and Lin, Y.-S. (1995) "Tuning PID Controller for Open-Loop Unstable Processes with Time Delay," Chem. Eng. Comm., 133, 11.
10. ISA (1968) "Dynamic Response Testing of Process Control Instrumentation," ISA-S26 Standard, Instrument Society of America, Research Triangle Park, NC.
11. Krishnaswamy, P. R., Chan, B. E. M. and Rangaiah, G. P. (1987) "Closed-Loop Tuning of Process Control Systems," Chem. Eng. Sci., 42, 2173.
12. Krishnaswamy, P. R. and Rangaiah, G. P. (1987) "Tuning of Cascade Control Loops," Proceedings of ACC, pp. 1158-1160, Minneapolis.
13. Li, W., Eskinat, E. and Luyben, W. L. (1991) "An Improved Autotune Identification Method." Ind. Eng. Chem. Res., 30, 1530.
14. Luyben, W. L. (1990) Process Modeling, Simulation and Control for Chemical Engineers, 2nd ed., McGraw-Hill, Inc., New York.
15. Marquardt, D.W. (1963) "An Algorithm for Least-Squares Estimation of Nonlinear Parameters," J. Soc. Indust. Appl. Math., 11(2), 431.
16. McMillan, G. K. (1983) Tuning and Control Loop Performance, Instrument Society of America, Research Triangle Park, NC.
17. Melo, D. L. and Friedly, J. C. (1992) "On-Line, Closed-Loop Identification of Multivariable Systems," Ind. Eng. Chem. Res., 31, 274.
18. Messa, C. J., Luyben, W. L. and Poehlein, G. W. (1969) "Criteria for Determining the Computational Error of Numerically Calculated Fourier Integral Transforms," Ind. Eng. Chem. Fund., 8(4), 745.
19. Moudgalya, K.M., Luyben, W. L. and Georgakis, C. (1987) "A Dual-Pulse Method for Modeling with Large Time Constants," Ind. Eng. Chem. Res., 26, 2498.
20. Powell, M. J. D. (1964) "An Efficient Method for Finding the Minimum of a Function of Several Variables without Calculating Derivatives," Computer J., 7, 155.
21. Rajakumar, A. and Krishnaswamy, P. R. (1975) "Time to Frequency Domain Conversion of Step Response Data," Ind. Eng. Chem. Process Des. Dev., 14, 250.
22. Shinskey, F. G. (1988) Process Control Systems, pp. 278-281, McGraw-Hill, Inc., New York.
23. Srinivas, S. P., Deshpande, P. B. and Krishnaswamy, P. R. (1984) "Extension of Nichols Chart for Identification of Open-Loop Unstable Systems," AIChE J., 30, 684.
24. Tyreus, B.D. and Luyben, W. L. (1992) "Tuning Pl Controllers for Integrator/Dead Time Processes," Ind. Eng. Chem. Res., 31, 2625.
25. Ziegler, J. G. and Nichols, N. B. (1942) "Optimum Settings for Automatic Controllers," Trans. ASME, 64(11), 759.