Abstract
Process identification by parameter estimation methods has been used successfully in practical application during recent years. Variations and modifications of the models and the estimation algorithm often had to be developed to overcome the special needs of the investigated processes, because ‘classical’ parameter estimation methods are limited usually to linear, time-invariant single-input/single-output systems. Most practical processes, however, belong to one of the following system classes:
-
time-variant systems,
-
nonlinear systems,
-
closed loop systems,
-
multi-input/multi-output systems, or
-
distributed parameter systems.
The erratum of this chapter is available at http://dx.doi.org/10.1007/978-3-7091-2896-1_18
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ackermann, J. (1972), Abtastregelungen, Springer Verlag.
Bauer, B. (1977), Parameterschâtzverfahren zur on-line Indent. dynamischer Systeme im offenen und geschlossenen Regelkreis. Diss.Ruhr-Universitât Bochum.
Budin, M.A. (1971), Minimal realization of discrete linear systems from input-output observation. IEEE Tr. AC, 16, pp. 395–401.
Budin, M.A. (1972), A new approach to system ident., IEEE Tr. SMC, 2, pp. 396–402.
Caines, P.E., Chan, C.W. (1975), Feedback between stationary stochastic processes. IEEE Tr. AC, 20, pp. 498–508.
Chavent, G. (1979), On the identification of distributed parameter systems, IFAC Symp. Darmstadt, FRG.
Diekmann, K., Unbehauen, H. (1979), Recursive identification of multi-input, multi-output systems, IFAC Symp. Darmstadt, FRG.
Diekmann, K., Unbehauen, H. (1981) Identif. of submodels of multi-input, multi-output ystems. Int. Conf. on ‘Control and its Applications’, Warwick.
Gevers, M.R. (1976), On the identification of feedback systens. IFAC Symp. Tiflis, USSR.
Goodson, R.W., Polis, M.P. (1976), Parameter identification in distributed systems, Proc. IEEE, V. 64.
Gopinath, B. (1969), On the identi. of linear time-invariant systems from input-output data. Bell System Techn. J., 48, pp. 1101–1113.
Graupe, D. (1972), Identification of systems. Van Nostrand Reinhold Comp., New York.
Graupe, D. (1975), On identifying stochastic closed-loop systems. IEEE Trans. AC-20, Np. 4, pp. 553–555.
Guidorzi, R. systems IEEE Tr (1975), Canonical structure in the ident. of multi-variable. Automatica, 11, pp. 361–398.
Gupta, R.D., Fairman, F.W. (1974), Param. est. for multivariable systems.. AC, 19, pp. 546–549.
Gustaysson, I., Ljung, L., Söderström, T. (1976), Identification of pro-
cesses in closed loop-identifiability and accuracy aspects. IFACSymposium, Tbilisi, paper S-3.
Haber, R., Keviczky, L. (1976), Ident. of nonlinear syst. IFAC Symp. Tbilisi, pap. S-4.
Hajdasinski, A.K., Niederlinski, A. (1979), Multivariable system identification, IFAC Symp. Darmstadt, FRG.
Krebs, V., Thöm, H. (1974), Parameteridentifizierung nach der Methode der kleinsten Quadrate–ein Überblick. Regelungstechnik und Prozeßdatenverarb. 22, No. 1, pp. 1–32.
Kreuzer, W. (1977), Parameteridentifikation bei linearen zeitinvarianten Systemen. Diss. Universität Karlsruhe.
Kubrusly, L.S. (1977), Distributed parameter system identification, a survey. Int. J. Control, V. 26, pp. 509–535.
Ljung, L., Gustaysson, I., Söderström, T. (1974), Identification of linear multivariable systems operating under linear feedback control. IEEE Trans. AC-19, pp. 836–840.
Ljung, L. (1976), Consistency of the LS ident. method. IEEE Tr. AC, 21, pp. 779–781.
Mehra, R.K. (1970), ML ident. of aircraft param., JACC Atlanta, pp. 442–444.
Mesarovic, M.D. (1960), The control of multivariable systems.Wiley, N.Y.
Passeri. D.P., Herget, C.J. (1972), Param. ident. of a class of multiple input/output linear discrete-time systems. JACC Stanford, pp. 786–793.
Phadke, M.S., Wu, S.M. (1974), Identification of multi-input, multi-output transfer function and noise model of a blast furnace from closed loop data, IEEE Trans. AC-19, pp. 944–951.
Ruberti, R. (1976), Distributed parameter systems: modelling and identification, IFIP Working Conference, Rome, Italy.
Schaufelberger, W. (1969), Modelladaptive Systeme, Diss. ETH Zürich.
Schenk, R., Scheurer, H.G. (1976), Vergleich einiger moderner Parameter-schätzverfahren. Regelungstechnik 24, No. 1, pp. 11–19.
Schulz, G. (1975), ML Ident. mittels Kalman Filterung. DFVLR, Rep. 75–54.
Schulze, H. (1971), Anwendung von Schätzverfahren für die Kenngrößen von Regelstrecken aufgrund von Messungen im geschlossenen Regelkreis. Regelungstechnik und Prozeßdatenverarbeitung, 19, No. 3, pp. 113–119.
Söderström, T., Gustaysson, I., Ljung, L. (1975), Identifiability conditions for linear systems operating in closed loop. Int. J. Control, 21, No. 2, pp. 243–255.
Söderström, T. (1978), A theoretical analysis of recursive ident. methods. Autom., 14, pp. 231–244.
Thöm, H., Krebs, V. (1975), Ident. im geschlossenen Regelkreis–Korrelationsanalyse oder Parameterschätzung. Regelungstechnik, 23, pp. 17–19.
Wellstead, P.E., Edmunds, J.M. (1975), Least squares identification of closed-loop systems. Int. J. Control 21, pp. 689–699.
Wellstead, P.E. (1976), The identification and parameter estimation of feedback systems. IFAC-Symposium, Tbilisi, paper 16. 1.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 1982 Springer-Verlag Wien
About this chapter
Cite this chapter
Unbehauen, H. (1982). Some Modern Developments in System Identification Using Parameter Estimation Methods. In: Natke, H.G. (eds) Identification of Vibrating Structures. International Centre for Mechanical Sciences, vol 272. Springer, Vienna. https://doi.org/10.1007/978-3-7091-2896-1_13
Download citation
DOI: https://doi.org/10.1007/978-3-7091-2896-1_13
Publisher Name: Springer, Vienna
Print ISBN: 978-3-211-81651-6
Online ISBN: 978-3-7091-2896-1
eBook Packages: Springer Book Archive