Identification of continuous systems by Heinz Unbehauen
By Heinz Unbehauen
Bringing jointly very important advances within the box of continuing method id, this publication bargains with either parametric and nonparametric equipment. It can pay distinctive recognition to the matter of conserving non-stop version parameters within the estimation equations, to which the entire current strategies utilized in estimating discrete versions might be utilized. it truly is geared toward either the educational researcher and the keep watch over engineer in undefined. The recommendations coated variety from sure uncomplicated numerical or graphical tools appropriate to a few of the usually encountered version varieties, to beautiful recursive algorithms for non-stop version id compatible for actual time implementation. those contain the hot tools according to orthogonal features akin to these of Walsh and Poisson second functionals. a few concepts in accordance with strong version variation rules also are offered and illustrated.
Introduction. Continuous-Time types of Dynamical structures. Nonparametric versions. Parametric types. Stochastic versions of Linear Time-Invariant platforms. types of dispensed Parameter structures (DPS). indications and their Representations. capabilities within the usual feel. Distribution or Generalized services. id of Linear Time-Invariant (LTIV) platforms through Nonparametric types. The position of Nonparametric versions in non-stop method identity. try out indications for method id. id of Linear Time-Invariant platforms - Time-Domain technique. Frequency-Domain strategy. tools for acquiring move services from Nonparametric versions. Numerical alterations among Time- and Frequency-Domains. Parameter Estimation for Continuous-Time versions. the first degree. The Secondary degree: Parameter Estimation. id of Linear platforms utilizing Adaptive types. Gradient tools. Frequency-Domain. balance conception. Linear Filters. identity of Multi-Input Multi-Output (MIMO) structures, dispensed Parameter structures (DPS) and structures with Unknown Delays and Nonlinear parts. MIMO structures. Time-Varying Parameter structures (TVPS). Lumped structures with Unknown Time-Delays. id of structures with Unknown Nonlinear parts. identity of dispensed Parameter structures. decision of method constitution. Index
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Lewis and J. Tou: Plant identification in the presence of disturbances and application to digital adaptive systems. AIEE Trans. Appl. Ind. 8 0 ( 1 96 1 ), pp. 1 8-24. K. : Time series analysis in geophysics. University of Alberta Press, Alberta 1 975. 2] Kaya, Y. and S. Yamamura: A self adaptive system with a PID Chapter I I8 controller. AIEE Trans. App. Ind. 8 1 ( 1 962), pp. 378-386. G. and A. Stuart: The advanced theory of statistics. Vol. 2. Griffin, London 1 96 1 . , A method for the determination of a differential equation model for simple nonlinear systems.
IRE Trans. Aut. Control AC-4 ( 1 959), pp. 1 00- 1 1 1 . N. : Stable identification schemes. K. G. ): System idel)tification advances and case studies. Academic Press, New York 1976. P. : System analysis and synthesis via orthogonal polynomial series and Fourier series. IMACS Transactions 27, Special issue on orthogonal expansions in systems and control ( 1 985), pp. 453-469. : Liapunov redesign of model reference adaptive control systems. IEEE Trans. Aut. Control A C- I i ( 1 966), pp. 362 - 367.
35) 0 Zadeh's syste m fwiction Zadeh defines the system transfer function for a LTV system as t f g(t,T) exp [-s(t-T)] dT. 36) This is a generali zation of the concept of transfer functions as applicable to L TIV systems. The determination of G(s,t) is not simple. We will, however, discuss one method below. L e t ).. = t-T. 37) where t has to be treated as a parameter. 34) on either side by exp [sT] and then integrating from --<» to t. This leads to L(s , t) or L(s, t) t _ [ g(t,T) G(s ,t) exp(sT)dT exp(st) = M(s,t) M(s,t) t _ exp(st).