Closed-loop identification condition for ARMAX models using routine operating data

Automatica

Volumn 47, Issue 7, 2011, Pages 1534-1537

  Shardt, Yuri A W ^a   Huang, Biao ^a  

^a UNIVERSITY OF ALBERTA   (Canada)

Author keywords

ARMAX; Closed loop identification; Identifiability; Routine operating data

Indexed keywords

ARMAX; ARMAX MODEL; ARMAX PROCESS; AUTOREGRESSIVE , MOVING AVERAGES; CLOSED LOOP IDENTIFICATION; CLOSED-LOOP; CLOSED-LOOP OPERATION; CONTROL PERFORMANCE; EXOGENOUS INPUT; IDENTIFIABILITY; INDUSTRIAL PROCESS CONTROL; MODEL IDENTIFICATION; MONTE CARLO SIMULATION; POLYNOMIAL CONTROLLER; ROOT CAUSE; ROUTINE OPERATING DATA; SIMULATION RESULT; THEORETICAL RESULT;

COMPUTER SIMULATION; CONTROLLERS; IDENTIFICATION (CONTROL SYSTEMS); MODELS; MONTE CARLO METHODS;

PROCESS CONTROL;

EID: 79957479164     PISSN: 00051098     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.automatica.2011.04.006     Document Type: Article

References (8)

1. G.E. Box, and J.F. MacGregor The analysis of closed-loop dynamic-stochastic systems Technometrics 16 3 1974 391 398
2. G.E. Box, and J.F. MacGregor Parameter estimation with closed-loop operating data Technometrics 18 4 1976 371 380
3. Gevers, M; Bazanella, A; & Mikovi, L. (2008). Informative data: how to get just sufficiently rich? In: Proceedings of the 47th IEEE conference on decision and control. Cancun (pp. 19621967).
4. M. Gevers, A.S. Bazanella, X. Bombois, and L. Mikovi Identification and the information matrix: how to get just sufficiently rich? IEEE Transactions on Automatic Control 54 12 2009 2828 2840
5. L. Ljung System identification. Theory for the user 1999 Prentice Hall PTR Upper Saddle River, NJ, United States of America
6. Shardt, Y.A; & Huang, B. (2010). Conditions for identifiability using routine operating data for a first-order ARX process regulated by a lead-lag controller. In: DYCOPS 2010. Leuven, Belgium.
7. T. Sderstrm, I. Gustavsson, and L. Ljung Identifiability conditions for linear systems operating in closed loop International Journal of Control 21 2 1975 243 255
8. T. Sderstrm, and P. Stoica System identification 1989 Prentice Hall New York, NY, United States of America