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Adaptive Control of Systems with Actuator and Sensor Nonlinearities [Hardcover]

Gang Tao (Author), Petar V. Kokotovic (Author)

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Book Description

May 9, 1996 047115654X 978-0471156543 1
An in-depth examination of intelligent approaches to increasing the accuracy of a variety of system components. Utilizing a unified, adaptive, inverse approach, the book offers electrical, mechanical, chemical, aeronautical and computer engineers methods for controlling many of the "hard" nonlinearities of frequently-employed control systems such as dead-zone, backlash and hysteresis. Discusses such nonlinearities at both the input and output points of a linear part and within both continuous time designs and discrete time designs.

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From the Publisher

An in-depth examination of intelligent approaches to increasing the accuracy of a variety of system components. Utilizing a unified, adaptive, inverse approach, the book offers electrical, mechanical, chemical, aeronautical and computer engineers methods for controlling many of the "hard" nonlinearities of frequently-employed control systems such as dead-zone, backlash and hysteresis. Discusses such nonlinearities at both the input and output points of a linear part and within both continuous time designs and discrete time designs.

From the Back Cover

With the growing use of feedback controls, "hard" nonlinearities have become ubiquitous in engineering practice despite their rare treatment in academic texts. This book introduces a unified adaptive inverse approach for the control of systems with unknown nonlinearities and settles long-standing engineering problems posed by imperfections of actuators and sensors.

Focusing on dead-zone, backlash, and hysteresis, the authors show how real-time computations can counteract the effects of these nonlinearities. In many applications their approach avoids the need for costly and specialized hardware.

This easy-to-use, self-contained presentation of the entirely new adaptive inverse design is geared towards practicing engineers, researchers, and graduate students.

Adaptive Control of Systems with Actuator and Sensor Nonlinearities features:
* Systematic treatment for actuator and sensor nonlinearities.
* Examples of dead-zone, backlash, and hysteresis models and their inverses.
* Broad coverage that ranges from satellite antennas and piezo-positioners to industrial automation and consumer electronics.
* Step-by-step instructions for adaptive inverse design and implementation.
* Unified continuous- and discrete-time presentation.
* A concise review of model reference adaptive control theory.
* Extensive illustrations of system performance improvement.
* Over ninety figures and design examples.

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Inside This Book (learn more)
First Sentence:
The immense growth of real-time computing power has led to new solutions of long-standing engineering problems. Read the first page
Key Phrases - Statistically Improbable Phrases (SIPs): (learn more)
backlash inverse, adaptive inverse controller, linear controller structure, detuned inverse, inverse control scheme, fixed linear controller, signal boundedness, adaptive linear controller, adaptive update law, input backlash, hysteresis inverses, output backlash, adaptive controller structure, backlash parameters, system tracking performance, adaptive law, adaptive hysteresis, parameter projection, inverse controllers, backlash characteristic, tracking error equation, adaptive control literature, inverse scheme, asymptotic output tracking, inverse compensation
Key Phrases - Capitalized Phrases (CAPs): (learn more)
Courtesy of Darrel Recker, Using Lemma
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