Control of Flexible-link Manipulators Using Neural Networks

Control of Flexible-link Manipulators Using Neural Networks PDF Author: H.A. Talebi
Publisher: Springer Science & Business Media
ISBN: 9781852334093
Category : Technology & Engineering
Languages : en
Pages : 172

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Book Description
Control of Flexible-link Manipulators Using Neural Networks addresses the difficulties that arise in controlling the end-point of a manipulator that has a significant amount of structural flexibility in its links. The non-minimum phase characteristic, coupling effects, nonlinearities, parameter variations and unmodeled dynamics in such a manipulator all contribute to these difficulties. Control strategies that ignore these uncertainties and nonlinearities generally fail to provide satisfactory closed-loop performance. This monograph develops and experimentally evaluates several intelligent (neural network based) control techniques to address the problem of controlling the end-point of flexible-link manipulators in the presence of all the aforementioned difficulties. To highlight the main issues, a very flexible-link manipulator whose hub exhibits a considerable amount of friction is considered for the experimental work. Four different neural network schemes are proposed and implemented on the experimental test-bed. The neural networks are trained and employed as online controllers.

Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 1064

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Book Description


Scientific and Technical Aerospace Reports

Scientific and Technical Aerospace Reports PDF Author:
Publisher:
ISBN:
Category : Aeronautics
Languages : en
Pages : 1148

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Book Description


Applications of Nonlinear Control

Applications of Nonlinear Control PDF Author: Meral Altınay
Publisher: BoD – Books on Demand
ISBN: 9535106562
Category : Science
Languages : en
Pages : 216

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Book Description
A trend of investigation of Nonlinear Control Systems has been present over the last few decades. As a result the methods for its analysis and design have improved rapidly. This book includes nonlinear design topics such as Feedback Linearization, Lyapunov Based Control, Adaptive Control, Optimal Control and Robust Control. All chapters discuss different applications that are basically independent of each other. The book will provide the reader with information on modern control techniques and results which cover a very wide application area. Each chapter attempts to demonstrate how one would apply these techniques to real-world systems through both simulations and experimental settings.

Engineering Documents Center Index

Engineering Documents Center Index PDF Author: University of Illinois at Urbana-Champaign. Engineering Documents Center
Publisher:
ISBN:
Category : Engineering
Languages : en
Pages : 200

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The Summary of Engineering Research

The Summary of Engineering Research PDF Author: University of Illinois at Urbana-Champaign. Office of Engineering Publications
Publisher:
ISBN:
Category : Engineering
Languages : en
Pages : 380

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Robot Control 1991 (SYROCO'91)

Robot Control 1991 (SYROCO'91) PDF Author: I. Troch
Publisher: Elsevier
ISBN: 1483298787
Category : Technology & Engineering
Languages : en
Pages : 583

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Book Description
This volume contains 92 papers on the state-of-the-art in robotics research. In this volume topics on modelling and identification are treated first as they build the basis for practically all control aspects. Then, the most basic control tasks are discussed i.e. problems of inverse kinematics. Groups of papers follow which deal with various advanced control aspects. They range from rather general methods to more specialized topics such as force control and control of hydraulic robots. The problem of path planning is addressed and strategies for robots with one arm, for mobile robots and for multiple arm robots are presented. Also covered are computational improvements and software tools for simulation and control, the integration of sensors and sensor signals in robot control.

Flexible Manipulators

Flexible Manipulators PDF Author: Yanqing Gao
Publisher: Academic Press
ISBN: 0123970369
Category : Computers
Languages : en
Pages : 269

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Book Description
The Intelligent Systems Series comprises titles that present state-of-the-art knowledge and the latest advances in intelligent systems. Its scope includes theoretical studies, design methods, and real-world implementations and applications. Flexible manipulators play a critical role in applications in a diverse range of fields, such as construction automation, environmental applications, and space engineering. Due to the complexity of the link deformation and dynamics, the research effort on accurate modeling and high performance control of flexible manipulators has increased dramatically in recent years. This book presents analysis, data and insights that will of particular use for researchers and engineers working on the optimization and control of robotic manipulators and automation systems. Government and industry groups have specifically stressed the importance of innovation in robotics, manufacturing automation, and control systems for maintaining innovation and high-value-added manufacturing Discusses the latest research on the quantitative effects of size, shape, mass distribution, tip load, on the dynamics and operational performance of flexible manipulators Presents unique analyses critical to the effective modeling and optimization of manipulators: hard to find data unavailable elsewhere

Adaptive Control of Robot Manipulators

Adaptive Control of Robot Manipulators PDF Author: An-Chyau Huang
Publisher: World Scientific
ISBN: 9814307424
Category : Technology & Engineering
Languages : en
Pages : 274

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Book Description
This book introduces an unified function approximation approach to the control of uncertain robot manipulators containing general uncertainties. It works for free space tracking control as well as compliant motion control. It is applicable to the rigid robot and the flexible joint robot. Even with actuator dynamics, the unified approach is still feasible. All these features make the book stand out from other existing publications.

European Control Conference 1991

European Control Conference 1991 PDF Author:
Publisher: European Control Association
ISBN: 9782866012816
Category : Control theory
Languages : en
Pages : 1012

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Book Description
Proceedings of the European Control Conference 1991, July 2-5, 1991, Grenoble, France