Adaptive Control [electronic resource] : Algorithms, Analysis and Applications / by Ioan Doré Landau, Rogelio Lozano, Mohammed M'Saad, Alireza Karimi.Material type: TextLanguage: English Series: Communications and Control Engineering: Publisher: London : Springer London, 2011Edition: Second EditionDescription: XXII, 590 p. online resourceContent type: text Media type: computer Carrier type: online resourceISBN: 9780857296641Subject(s): Engineering | Systems theory | Engineering | Control | Systems Theory, Control | Signal, Image and Speech ProcessingAdditional physical formats: Printed edition:: No titleDDC classification: 629.8 LOC classification: TJ212-225Online resources: Click here to access online
Introduction to Adaptive Control -- Discrete-time System Models for Control -- Parameter Adaptation Algorithms: Deterministic Environment -- Parameter Adaptation Algorithms: Stochastic Environment -- Recursive Plant Model Identification in Open Loop -- Adaptive Prediction -- Digital Control Strategies -- Robust Digital Control Design -- Recursive Plant Model Identification in Closed Loop -- Robust Parameter Estimation -- Direct Adaptive Control -- Indirect Adaptive Control -- Practical Aspects and Applications -- Multimodel Adaptive Control with Switching -- Adaptive Regulation: Rejection of Unknown Disturbances -- Adaptive Feedforward Compensation of Disturbances -- Appendices: Stochastic Processes; Stability; Passive (Hyperstable) Systems; Martingales.
Adaptive Control (second edition) shows how a desired level of system performance can be maintained automatically and in real time, even when process or disturbance parameters are unknown and variable. It is a coherent exposition of the many aspects of this field, setting out the problems to be addressed and moving on to solutions, their practical significance and their application. Discrete-time aspects of adaptive control are emphasized to reflect the importance of digital computers in the application of the ideas presented. The second edition is thoroughly revised to throw light on recent developments in theory and applications with new chapters on: · multimodel adaptive control with switching; · direct and indirect adaptive regulation; and · adaptive feedforward disturbance compensation. Many algorithms are newly presented in MATLAB® m-file format to facilitate their employment in real systems. Classroom-tested slides for instructors to use in teaching this material are also now provided. All of this supplementary electronic material can be downloaded from www.springer.com/978-0-85729-663-4. The core material is also up-dated and re-edited to keep its perspective in line with modern ideas and more closely to associate algorithms with their applications giving the reader a solid grounding in: · synthesis and analysis of parameter adaptation algorithms; · recursive plant model identification in open and closed loop; · robust digital control for adaptive control; · robust parameter adaptation algorithms; · practical considerations and applications, including flexible transmission systems, active vibration control and broadband disturbance rejection and a supplementary introduction on hot dip galvanizing and a phosphate drying furnace. Control researchers and applied mathematicians will find Adaptive Control of significant and enduring interest and its use of example and application will appeal to practitioners working with unknown- and variable-parameter plant. Praise for the first edition: …well written, interesting and easy to follow, so that it constitutes a valuable addition to the monographs in adaptive control for discrete-time linear systems… suitable (at least in part) for use in graduate courses in adaptive control.