Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation

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Publisher :
ISBN 13 : 9789814585613
Total Pages : 240 pages
Book Rating : 4.5/5 (856 download)

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Book Synopsis Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation by : Danwei Wang

Download or read book Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation written by Danwei Wang and published by . This book was released on 2014-07-31 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt:

"Practical Iterative Learning Control with Frequency Domain Design and Sampled Data

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ISBN 13 :
Total Pages : pages
Book Rating : 4.:/5 (14 download)

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Book Synopsis "Practical Iterative Learning Control with Frequency Domain Design and Sampled Data by :

Download or read book "Practical Iterative Learning Control with Frequency Domain Design and Sampled Data written by and published by . This book was released on with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation

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Publisher : Springer
ISBN 13 : 9814585602
Total Pages : 232 pages
Book Rating : 4.8/5 (145 download)

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Book Synopsis Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation by : Danwei Wang

Download or read book Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation written by Danwei Wang and published by Springer. This book was released on 2014-06-19 with total page 232 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is on the iterative learning control (ILC) with focus on the design and implementation. We approach the ILC design based on the frequency domain analysis and address the ILC implementation based on the sampled data methods. This is the first book of ILC from frequency domain and sampled data methodologies. The frequency domain design methods offer ILC users insights to the convergence performance which is of practical benefits. This book presents a comprehensive framework with various methodologies to ensure the learnable bandwidth in the ILC system to be set with a balance between learning performance and learning stability. The sampled data implementation ensures effective execution of ILC in practical dynamic systems. The presented sampled data ILC methods also ensure the balance of performance and stability of learning process. Furthermore, the presented theories and methodologies are tested with an ILC controlled robotic system. The experimental results show that the machines can work in much higher accuracy than a feedback control alone can offer. With the proposed ILC algorithms, it is possible that machines can work to their hardware design limits set by sensors and actuators. The target audience for this book includes scientists, engineers and practitioners involved in any systems with repetitive operations.

Iterative Learning Control

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Publisher : Springer
ISBN 13 : 1447167724
Total Pages : 473 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Iterative Learning Control by : David H. Owens

Download or read book Iterative Learning Control written by David H. Owens and published by Springer. This book was released on 2015-10-31 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops a coherent and quite general theoretical approach to algorithm design for iterative learning control based on the use of operator representations and quadratic optimization concepts including the related ideas of inverse model control and gradient-based design. Using detailed examples taken from linear, discrete and continuous-time systems, the author gives the reader access to theories based on either signal or parameter optimization. Although the two approaches are shown to be related in a formal mathematical sense, the text presents them separately as their relevant algorithm design issues are distinct and give rise to different performance capabilities. Together with algorithm design, the text demonstrates the underlying robustness of the paradigm and also includes new control laws that are capable of incorporating input and output constraints, enable the algorithm to reconfigure systematically in order to meet the requirements of different reference and auxiliary signals and also to support new properties such as spectral annihilation. Iterative Learning Control will interest academics and graduate students working in control who will find it a useful reference to the current status of a powerful and increasingly popular method of control. The depth of background theory and links to practical systems will be of use to engineers responsible for precision repetitive processes.

Iterative Learning Control for Multi-agent Systems Coordination

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Publisher : John Wiley & Sons
ISBN 13 : 1119189063
Total Pages : 260 pages
Book Rating : 4.1/5 (191 download)

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Book Synopsis Iterative Learning Control for Multi-agent Systems Coordination by : Shiping Yang

Download or read book Iterative Learning Control for Multi-agent Systems Coordination written by Shiping Yang and published by John Wiley & Sons. This book was released on 2017-03-03 with total page 260 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely guide using iterative learning control (ILC) as a solution for multi-agent systems (MAS) challenges, showcasing recent advances and industrially relevant applications Explores the synergy between the important topics of iterative learning control (ILC) and multi-agent systems (MAS) Concisely summarizes recent advances and significant applications in ILC methods for power grids, sensor networks and control processes Covers basic theory, rigorous mathematics as well as engineering practice

Real-time Iterative Learning Control

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Publisher : Springer Science & Business Media
ISBN 13 : 1848821751
Total Pages : 204 pages
Book Rating : 4.8/5 (488 download)

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Book Synopsis Real-time Iterative Learning Control by : Jian-Xin Xu

Download or read book Real-time Iterative Learning Control written by Jian-Xin Xu and published by Springer Science & Business Media. This book was released on 2008-12-12 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Real-time Iterative Learning Control demonstrates how the latest advances in iterative learning control (ILC) can be applied to a number of plants widely encountered in practice. The book gives a systematic introduction to real-time ILC design and source of illustrative case studies for ILC problem solving; the fundamental concepts, schematics, configurations and generic guidelines for ILC design and implementation are enhanced by a well-selected group of representative, simple and easy-to-learn example applications. Key issues in ILC design and implementation in linear and nonlinear plants pervading mechatronics and batch processes are addressed, in particular: ILC design in the continuous- and discrete-time domains; design in the frequency and time domains; design with problem-specific performance objectives including robustness and optimality; design in a modular approach by integration with other control techniques; and design by means of classical tools based on Bode plots and state space.

Filtered Repetitive Control with Nonlinear Systems

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Publisher : Springer Nature
ISBN 13 : 9811514542
Total Pages : 227 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Filtered Repetitive Control with Nonlinear Systems by : Quan Quan

Download or read book Filtered Repetitive Control with Nonlinear Systems written by Quan Quan and published by Springer Nature. This book was released on 2019-11-22 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: Though there have been significant advances in the theory and applications of linear time-invariant systems, developments regarding repetitive control have been sporadic. At the same time, there is a dearth of literature on repetitive control (RC) for nonlinear systems. Addressing that gap, this book discusses a range of basic methods for solving RC problems in nonlinear systems, including two commonly used methods and three original ones. Providing valuable tools for researchers working on the development of repetitive control, these new and fundamental methods are one of the major features of the book, which will benefit researchers, engineers, and graduate students in e.g. the field of control theory.

Practical Iterative Learning Control

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Publisher :
ISBN 13 :
Total Pages : 378 pages
Book Rating : 4.:/5 (35 download)

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Book Synopsis Practical Iterative Learning Control by : Benjamin Thomas Fine

Download or read book Practical Iterative Learning Control written by Benjamin Thomas Fine and published by . This book was released on 2009 with total page 378 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Iterative Learning Control for Deterministic Systems

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Publisher : Springer Science & Business Media
ISBN 13 : 1447119126
Total Pages : 158 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Iterative Learning Control for Deterministic Systems by : Kevin L. Moore

Download or read book Iterative Learning Control for Deterministic Systems written by Kevin L. Moore and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 158 pages. Available in PDF, EPUB and Kindle. Book excerpt: The material presented in this book addresses the analysis and design of learning control systems. It begins with an introduction to the concept of learning control, including a comprehensive literature review. The text follows with a complete and unifying analysis of the learning control problem for linear LTI systems using a system-theoretic approach which offers insight into the nature of the solution of the learning control problem. Additionally, several design methods are given for LTI learning control, incorporating a technique based on parameter estimation and a one-step learning control algorithm for finite-horizon problems. Further chapters focus upon learning control for deterministic nonlinear systems, and a time-varying learning controller is presented which can be applied to a class of nonlinear systems, including the models of typical robotic manipulators. The book concludes with the application of artificial neural networks to the learning control problem. Three specific ways to neural nets for this purpose are discussed, including two methods which use backpropagation training and reinforcement learning. The appendices in the book are particularly useful because they serve as a tutorial on artificial neural networks.

Iterative Learning Control Algorithms and Experimental Benchmarking

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Publisher : John Wiley & Sons
ISBN 13 : 0470745045
Total Pages : 454 pages
Book Rating : 4.4/5 (77 download)

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Book Synopsis Iterative Learning Control Algorithms and Experimental Benchmarking by : Eric Rogers

Download or read book Iterative Learning Control Algorithms and Experimental Benchmarking written by Eric Rogers and published by John Wiley & Sons. This book was released on 2023-03-20 with total page 454 pages. Available in PDF, EPUB and Kindle. Book excerpt: Iterative Learning CONTROL ALGORITHMS AND EXPERIMENTAL BENCHMARKING Iterative Learning Control Algorithms and Experimental Benchmarking Presents key cutting edge research into the use of iterative learning control The book discusses the main methods of iterative learning control (ILC) and its interactions, as well as comparator performance that is so crucial to the end user. The book provides integrated coverage of the major approaches to-date in terms of basic systems, theoretic properties, design algorithms, and experimentally measured performance, as well as the links with repetitive control and other related areas. Key features: Provides comprehensive coverage of the main approaches to ILC and their relative advantages and disadvantages. Presents the leading research in the field along with experimental benchmarking results. Demonstrates how this approach can extend out from engineering to other areas and, in particular, new research into its use in healthcare systems/rehabilitation robotics. The book is essential reading for researchers and graduate students in iterative learning control, repetitive control and, more generally, control systems theory and its applications.

Run-to-Run Control in Semiconductor Manufacturing

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Publisher : CRC Press
ISBN 13 : 1420040669
Total Pages : 368 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis Run-to-Run Control in Semiconductor Manufacturing by : James Moyne

Download or read book Run-to-Run Control in Semiconductor Manufacturing written by James Moyne and published by CRC Press. This book was released on 2018-10-08 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: Run-to-run (R2R) control is cutting-edge technology that allows modification of a product recipe between machine "runs," thereby minimizing process drift, shift, and variability-and with them, costs. Its effectiveness has been demonstrated in a variety of processes, such as vapor phase epitaxy, lithography, and chemical mechanical planarization. The only barrier to the semiconductor industry's widespread adoption of this highly effective process control is a lack of understanding of the technology. Run to Run Control in Semiconductor Manufacturing overcomes that barrier by offering in-depth analyses of R2R control.

2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS)

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Publisher :
ISBN 13 : 9781728114552
Total Pages : pages
Book Rating : 4.1/5 (145 download)

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Book Synopsis 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) by : IEEE Staff

Download or read book 2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) written by IEEE Staff and published by . This book was released on 2019-05-24 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: Data driven control and learning has been developed quickly both in theory and applications recently The deep involvement of information science in practical processes poses enormous challenges to the existing control science and engineering due to their size, distributed nature and complexity Modeling these processes accurately using first principles or identification is almost impossible although these plants produce huge amount of operation data in every moment The high tech hardware software and the cloud computing enable us to perform complex real time computation, which makes implementation of data driven control and method for these complex practical plants possible It would be very significant if we can learn the systems behaviors, discover the relationship of system variables by making full use of on line or off line process data, to directly design controller, predict and assess system states, make decisions, perform real time optimization and conduct fault diagnosis

Robot Control 1991 (SYROCO'91)

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Publisher : Elsevier
ISBN 13 : 1483298787
Total Pages : 583 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Robot Control 1991 (SYROCO'91) by : I. Troch

Download or read book Robot Control 1991 (SYROCO'91) written by I. Troch and published by Elsevier. This book was released on 2014-05-23 with total page 583 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Feedback Control Theory

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Publisher : Courier Corporation
ISBN 13 : 0486318338
Total Pages : 264 pages
Book Rating : 4.4/5 (863 download)

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Book Synopsis Feedback Control Theory by : John C. Doyle

Download or read book Feedback Control Theory written by John C. Doyle and published by Courier Corporation. This book was released on 2013-04-09 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: An excellent introduction to feedback control system design, this book offers a theoretical approach that captures the essential issues and can be applied to a wide range of practical problems. Its explorations of recent developments in the field emphasize the relationship of new procedures to classical control theory, with a focus on single input and output systems that keeps concepts accessible to students with limited backgrounds. The text is geared toward a single-semester senior course or a graduate-level class for students of electrical engineering. The opening chapters constitute a basic treatment of feedback design. Topics include a detailed formulation of the control design program, the fundamental issue of performance/stability robustness tradeoff, and the graphical design technique of loopshaping. Subsequent chapters extend the discussion of the loopshaping technique and connect it with notions of optimality. Concluding chapters examine controller design via optimization, offering a mathematical approach that is useful for multivariable systems.

RF Linear Accelerators

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Publisher : John Wiley & Sons
ISBN 13 : 9783527406807
Total Pages : 476 pages
Book Rating : 4.4/5 (68 download)

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Book Synopsis RF Linear Accelerators by : Thomas P. Wangler

Download or read book RF Linear Accelerators written by Thomas P. Wangler and published by John Wiley & Sons. This book was released on 2008-03-03 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Dieses einschlägige Lehrbuch, entwickelt auf der Grundlage der Ausbildung an der US Particle Accelerator School, schließt eine Lücke in der verfügbaren Literatur zum Thema Hochfrequenz-Linearbeschleuniger, kurz RF-Linac. Nach einer Erläuterung der naturwissenschaftlichen Grundlagen und der neuesten technologischen Eckdaten stellt diese zweite Auflage neueste RF-Linacs, spezialisierte Systeme, Systeme mit Supraleitern und verschiedene Spezialverfahren vor. Übungsaufgaben an den Kapitelenden erleichtern das Einprägen und das Nacharbeiten von Vorlesungen.

Discrete-Time Control System Design with Applications

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Publisher : Springer Science & Business Media
ISBN 13 : 1461492904
Total Pages : 181 pages
Book Rating : 4.4/5 (614 download)

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Book Synopsis Discrete-Time Control System Design with Applications by : C.A. Rabbath

Download or read book Discrete-Time Control System Design with Applications written by C.A. Rabbath and published by Springer Science & Business Media. This book was released on 2013-12-02 with total page 181 pages. Available in PDF, EPUB and Kindle. Book excerpt: This unique book provides a bridge between digital control theory and vehicle guidance and control practice. It presents practical techniques of digital redesign and direct discrete-time design suitable for a real-time implementation of controllers and guidance laws at multiple rates and with and computational techniques. The theory of digital control is given as theorems, lemmas, and propositions. The design of the digital guidance and control systems is illustrated by means of step-by-step procedures, algorithms, and case studies. The systems proposed are applied to realistic models of unmanned systems and missiles, and digital implementation.

Digital Control Engineering

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Publisher : Academic Press
ISBN 13 : 012398324X
Total Pages : 600 pages
Book Rating : 4.1/5 (239 download)

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Book Synopsis Digital Control Engineering by : M. Sami Fadali

Download or read book Digital Control Engineering written by M. Sami Fadali and published by Academic Press. This book was released on 2012-08-21 with total page 600 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital controllers are part of nearly all modern personal, industrial, and transportation systems. Every senior or graduate student of electrical, chemical or mechanical engineering should therefore be familiar with the basic theory of digital controllers. This new text covers the fundamental principles and applications of digital control engineering, with emphasis on engineering design. Fadali and Visioli cover analysis and design of digitally controlled systems and describe applications of digital controls in a wide range of fields. With worked examples and Matlab applications in every chapter and many end-of-chapter assignments, this text provides both theory and practice for those coming to digital control engineering for the first time, whether as a student or practicing engineer. Extensive Use of computational tools: Matlab sections at end of each chapter show how to implement concepts from the chapter Frees the student from the drudgery of mundane calculations and allows him to consider more subtle aspects of control system analysis and design An engineering approach to digital controls: emphasis throughout the book is on design of control systems. Mathematics is used to help explain concepts, but throughout the text discussion is tied to design and implementation. For example coverage of analog controls in chapter 5 is not simply a review, but is used to show how analog control systems map to digital control systems Review of Background Material: contains review material to aid understanding of digital control analysis and design. Examples include discussion of discrete-time systems in time domain and frequency domain (reviewed from linear systems course) and root locus design in s-domain and z-domain (reviewed from feedback control course) Inclusion of Advanced Topics In addition to the basic topics required for a one semester senior/graduate class, the text includes some advanced material to make it suitable for an introductory graduate level class or for two quarters at the senior/graduate level. Examples of optional topics are state-space methods, which may receive brief coverage in a one semester course, and nonlinear discrete-time systems Minimal Mathematics Prerequisites The mathematics background required for understanding most of the book is based on what can be reasonably expected from the average electrical, chemical or mechanical engineering senior. This background includes three semesters of calculus, differential equations and basic linear algebra. Some texts on digital control require more