Adaptive Control: Algorithms, Analysis and Applications by Ioan Doré Landau, Rogelio Lozano, Mohammed M'Saad, Visit

By Ioan Doré Landau, Rogelio Lozano, Mohammed M'Saad, Visit Amazon's Alireza Karimi Page, search results, Learn about Author Central, Alireza Karimi,

Adaptive Control (second variation) indicates how a wanted point of method functionality should be maintained instantly and in genuine time, even if procedure or disturbance parameters are unknown and variable. it's a coherent exposition of the various points of this box, starting up the issues to be addressed and relocating directly to ideas, their sensible importance and their software. Discrete-time points of adaptive keep watch over are emphasised to mirror the significance of electronic pcs within the software of the guidelines presented.

The moment version is carefully revised to throw gentle on contemporary advancements in idea and purposes with new chapters on:

· multimodel adaptive keep watch over with switching;

· direct and oblique adaptive legislation; and

· adaptive feedforward disturbance compensation.

Many algorithms are newly provided in MATLAB® m-file layout to facilitate their employment in genuine platforms. Classroom-tested slides for teachers to take advantage of in educating this fabric also are now supplied. All of this supplementary digital fabric could be downloaded from www.springer.com/978-0-85729-663-4.

The center fabric is usually up-dated and re-edited to maintain its viewpoint according to smooth principles and extra heavily to affiliate algorithms with their purposes giving the reader an excellent grounding in:

· synthesis and research of parameter variation algorithms;

· recursive plant version id in open and closed loop;

· powerful electronic keep an eye on for adaptive control;

· strong parameter version algorithms;

· useful issues and purposes, together with versatile transmission platforms, lively vibration keep watch over and broadband disturbance rejection and a supplementary advent on scorching dip galvanizing and a phosphate drying furnace.

Control researchers and utilized mathematicians will locate Adaptive Control of vital and enduring curiosity and its use of instance and alertness will attract practitioners operating with unknown- and variable-parameter plant.

Praise for the 1st edition:

…well written, attention-grabbing and straightforward to stick with, in order that it constitutes a useful addition to the monographs in adaptive keep watch over for discrete-time linear platforms… compatible (at least partly) to be used in graduate classes in adaptive control.

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Extra resources for Adaptive Control: Algorithms, Analysis and Applications

Sample text

7a shows the response of the control system when the parameters of the conventional controller used in Fig. 6a are adapted, based on the estimation in real time of a second-order model for the plant. A standard parameter adaptation algorithm is used to update the model parameters. One observes that after a transient, the nominal performances are recovered except that a residual high-frequency oscillation is observed. This is caused by the fact that one estimates a lower order model than the true one (but this is often the situation in practice).

0] (b) nA ≥ nB + d ⎡ −a1 ⎢ .. ⎢ . ⎢ ⎢ A0 = ⎢ ... ⎢ ⎢ . ⎣ .. ⎤⎫ 0 ⎪ ⎬ ⎢ .. ⎥ ⎢ . ⎥ d ⎢ ⎥⎪ ⎢ 0 ⎥⎭ ⎢ ⎥⎫ ⎢ b1 ⎥ ⎪ ⎢ ⎥⎬ ⎢ ⎥ B0 = ⎢ ... ⎥ nB ⎢ ⎥⎪ ⎢bn ⎥ ⎭ ⎢ B⎥ ⎫ ⎢ 0 ⎥⎪ ⎢ ⎥⎬ ⎢ . ⎥ ⎣ .. ⎦ nA − (nB + d) ⎪ ⎭ 0 ⎡ 1 −anA ··· .. ··· .. ··· . . 0 ⎤ 0 .. ⎥ ⎥ .. ⎥ ⎥ ⎥ 0⎦ 1 C0 = [1, 0, . . 23) Remarks • If nB + d > nA , the system will have nB + d − nA poles at the origin (z = 0). , that the eventual common factors of A(z−1 ) and B(z−1 ) have been canceled. 18) is irreducible. However, situations may occur where this is indeed not the case (an estimated model may feature an almost pole zeros cancellation).

On the other hand the “multiple model adaptive control” emerged as a solution for improving the transients in indirect adaptive control. See Morse (1995), Narendra and Balakrishnan (1997), Karimi and Landau (2000) and Chap. 13. End of the nineties and beginning of the new century have seen the emergence of a new paradigm: adaptive regulation. In this context the plant model is assumed to 32 1 Introduction to Adaptive Control be known and invariant and adaptation is considered with respect to the disturbance model which is unknown and time varying (Amara et al.

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