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Neural Network-based Compensation of Synthetic Jet Actuator Nonlinearities for Aircraft Flight Control

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Release : 2009
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Kind : eBook
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Book Synopsis Neural Network-based Compensation of Synthetic Jet Actuator Nonlinearities for Aircraft Flight Control by : Charu Singhal

Download or read book Neural Network-based Compensation of Synthetic Jet Actuator Nonlinearities for Aircraft Flight Control written by Charu Singhal. This book was released on 2009. Available in PDF, EPUB and Kindle. Book excerpt:

Adaptive Compensation of Nonlinear Actuators for Flight Control Applications

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Release : 2021-07-22
Genre : Technology & Engineering
Kind : eBook
Book Rating : 617/5 ( reviews)

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Book Synopsis Adaptive Compensation of Nonlinear Actuators for Flight Control Applications by : Dipankar Deb

Download or read book Adaptive Compensation of Nonlinear Actuators for Flight Control Applications written by Dipankar Deb. This book was released on 2021-07-22. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a basic understanding of adaptive control and its applications in Flight control. It discusses the designing of an adaptive feedback control system and analyzes this for flight control of linear and nonlinear aircraft models using synthetic jet actuators. It also discusses control methodologies and the application of control techniques which will help practicing flight control and active flow control researchers. It also covers modelling and control designs which will also benefit researchers from the background of fluid mechanics and health management of actuation systems. The unique feature of this book is characterization of synthetic jet actuator nonlinearities over a wide range of angles of attack, an adaptive compensation scheme for such nonlinearities, and a systematic framework for feedback control of aircraft dynamics with synthetic jet actuators.

Adaptive Compensation of Actuator Nonlinearities and Actuation Disturbances with Application to Aircraft Flight Control Systems Using Synthetic Jet Actuators

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Release : 2011
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Kind : eBook
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Book Synopsis Adaptive Compensation of Actuator Nonlinearities and Actuation Disturbances with Application to Aircraft Flight Control Systems Using Synthetic Jet Actuators by : Stephen Mondschein

Download or read book Adaptive Compensation of Actuator Nonlinearities and Actuation Disturbances with Application to Aircraft Flight Control Systems Using Synthetic Jet Actuators written by Stephen Mondschein. This book was released on 2011. Available in PDF, EPUB and Kindle. Book excerpt:

Fully Tuned Radial Basis Function Neural Networks for Flight Control

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Release : 2013-03-09
Genre : Science
Kind : eBook
Book Rating : 865/5 ( reviews)

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Book Synopsis Fully Tuned Radial Basis Function Neural Networks for Flight Control by : N. Sundararajan

Download or read book Fully Tuned Radial Basis Function Neural Networks for Flight Control written by N. Sundararajan. This book was released on 2013-03-09. Available in PDF, EPUB and Kindle. Book excerpt: Fully Tuned Radial Basis Function Neural Networks for Flight Control presents the use of the Radial Basis Function (RBF) neural networks for adaptive control of nonlinear systems with emphasis on flight control applications. A Lyapunov synthesis approach is used to derive the tuning rules for the RBF controller parameters in order to guarantee the stability of the closed loop system. Unlike previous methods that tune only the weights of the RBF network, this book presents the derivation of the tuning law for tuning the centers, widths, and weights of the RBF network, and compares the results with existing algorithms. It also includes a detailed review of system identification, including indirect and direct adaptive control of nonlinear systems using neural networks. Fully Tuned Radial Basis Function Neural Networks for Flight Control is an excellent resource for professionals using neural adaptive controllers for flight control applications.

Adaptive Compensation of Synthetic Jet Actuators for Aircraft Flight Control

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Author :
Release : 2008
Genre :
Kind : eBook
Book Rating : 388/5 ( reviews)

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Book Synopsis Adaptive Compensation of Synthetic Jet Actuators for Aircraft Flight Control by : Dipankar Deb

Download or read book Adaptive Compensation of Synthetic Jet Actuators for Aircraft Flight Control written by Dipankar Deb. This book was released on 2008. Available in PDF, EPUB and Kindle. Book excerpt: While new actuation technologies promise to revolutionize modern control systems applications, effective compensation of new actuators is crucial for realizing such revolutions. One type of such actuators are the synthetic jet actuators which are being currently studied for a next generation of aircraft control systems. In this dissertation, an adaptive feedback control system is designed and analyzed for flight control of linear and nonlinear aircraft models using synthetic jet actuators. The novel features of this work are a new characterization of synthetic jet actuator nonlinearities over a wide range of angles of attack, a new adaptive compensation scheme for such nonlinearities, and a new systematic framework for feedback control of aircraft dynamics with synthetic jet actuators. Characteristics of synthetic jet actuators are nonlinear, and they change significantly with angle of attack when being applied to aircraft motion control. To effectively compensate such nonlinearities, an adaptive inversion-based compensation scheme needs to be designed with an augmented inverse function. Such an adaptive inverse is developed using adaptive approximation to handle the uncertainties of the actuator nonlinearities. A nonlinear state feedback control law is combined with the adaptive inverse compensator for a benchmark aircraft system with synthetic jet actuation signals. Related design issues are addressed for such an innovative actuation technology for aircraft, with stability analysis and simulation results for system demonstration.

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