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

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) exhibits how a wanted point of approach functionality could be maintained instantly and in genuine time, even if strategy or disturbance parameters are unknown and variable. it's a coherent exposition of the various elements of this box, taking off the issues to be addressed and relocating directly to suggestions, their useful value and their program. Discrete-time elements of adaptive regulate are emphasised to mirror the significance of electronic pcs within the program of the information presented.

The moment variation is punctiliously 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 awarded in MATLAB® m-file structure 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 may be downloaded from www.springer.com/978-0-85729-663-4.

The middle fabric is additionally up-dated and re-edited to maintain its point of view in keeping with sleek rules and extra heavily to affiliate algorithms with their functions giving the reader an excellent grounding in:

· synthesis and research of parameter model algorithms;

· recursive plant version identity in open and closed loop;

· strong electronic regulate for adaptive control;

· powerful parameter variation algorithms;

· sensible issues and purposes, together with versatile transmission structures, energetic vibration keep an eye on and broadband disturbance rejection and a supplementary advent on sizzling 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 entice practitioners operating with unknown- and variable-parameter plant.

Praise for the 1st edition:

…well written, fascinating and simple to keep on with, in order that it constitutes a worthy addition to the monographs in adaptive keep an eye on for discrete-time linear platforms… compatible (at least partly) to be used in graduate classes in adaptive control.

Show description

Read Online or Download Adaptive Control: Algorithms, Analysis and Applications PDF

Similar system theory books

L2 - Gain and Passivity Techniques in Nonlinear Control

With appreciate to the 1st variation as quantity 218 within the Lecture Notes in Con­ trol and data Sciences sequence the fundamental notion of the second one variation has remained a similar: to supply a compact presentation of a few easy principles within the classical idea of input-output and closed-loop balance, including a decision of contributions to the hot conception of nonlinear powerful and 1foo regulate and passivity-based keep watch over.

Handbook of Real-World Applications in Modeling and Simulation

Introduces quite a few modeling and simulation tools and paradigms which are used to give an explanation for and remedy the foremost demanding situations dealing with societyHandbook of Real-World functions in Modeling and Simulation presents an intensive clarification of modeling and simulation within the most valuable, present, and essential utilized parts of transportation, fatherland defense, drugs, operational examine, army technology, and company modeling.

The statistical theory of linear systems

Initially released in 1988, The Statistical thought of Linear structures offers with id (in the feel of acquiring a version from information) of multi-input and multi-output linear structures, specifically structures in ARMAX and kingdom house shape. The e-book emphasizes the underlying concept. It covers constitution thought, specifically consciousness and parameterization of linear structures, with particular emphasis at the research of homes of parameter areas and parameterizations correct for estimation and version choice; Gaussian greatest chance estimation of the real-valued parameters of linear platforms, with an emphasis on asymptotic idea; version choice, particularly order estimation, by way of details standards corresponding to AIC or BIC, with an emphasis on asymptotic conception; approaches for calculation of estimates; and approximation through rational services.

Additional info for Adaptive Control: Algorithms, Analysis and Applications

Example text

4 Direct and Indirect Adaptive Control: Some Connections Comparing the direct adaptive control scheme shown in Fig. 10 with the indirect adaptive control scheme shown in Fig. 13, one observes an important difference. In the scheme of Fig. 10, the parameters of the controller are directly estimated (adapted) by the adaptation mechanism. In the scheme of Fig. 13, the adaptation mechanism 1 tunes the parameters of an adjustable predictor and these parameters are then used to compute the controller parameters.

If the plant to be controlled has constant parameters over a large time horizon, one can consider a large horizon N for plant parameters estimation, followed by the redesign of the controller based on the results of the identification in closed loop. Of course, this procedure can be repeated. The important feature of this approach is that identification in closed loop is done in the presence of a linear fixed controller (which is not the case in indirect adaptive control where plant parameter estimates and controller parameters are updated at each sampling instant).

The improvement of performance via adaptive control requires the introduction of additional algorithms in the loop and an “adaptation transient” is present (the time necessary to reach the desired performance from a degraded situation). 5. A trade-off should be considered in the design between robust control and robust adaptation. 3 Basic Adaptive Control Schemes In the context of various adaptive control schemes, the implementation of the three fundamental blocks of Fig. 3 (performance measurement, comparison-decision, adaptation mechanism) may be very intricate.

Download PDF sample

Rated 4.17 of 5 – based on 20 votes