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Discrete-Time Adaptive Iterative Learning Control: From Model-Based to Data-Driven, Chi Ronghu, Lin Na, Zhang Huimin


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Автор: Chi Ronghu, Lin Na, Zhang Huimin
Название:  Discrete-Time Adaptive Iterative Learning Control: From Model-Based to Data-Driven
ISBN: 9789811904639
Издательство: Springer
Классификация:




ISBN-10: 9811904634
Обложка/Формат: Hardcover
Страницы: 218
Вес: 0.49 кг.
Дата издания: 22.04.2022
Серия: Intelligent control and learning systems
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 72 illustrations, color; 11 illustrations, black and white; x, 206 p. 83 illus., 72 illus. in color.; 72 illustrations, color; 11 illustrations, black
Размер: 23.39 x 15.60 x 1.42 cm
Читательская аудитория: Professional & vocational
Подзаголовок: From model-based to data-driven
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: The discrete-time adaptive iterative learning control (DAILC) is discussed as a cutting-edge of ILC and can address random initial states, iteration-varying targets, and other non-repetitive uncertainties in practical applications.


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

Автор: Wang Danwei, Ye Yongqiang, Zhang Bin
Название: Practical Iterative Learning Control with Frequency Domain Design and Sampled Data Implementation
ISBN: 9814585599 ISBN-13(EAN): 9789814585590
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book examines iterative learning control (ILC) with a focus on design and implementation. It presents a framework with various methodologies to ensure the learnable bandwidth in the ILC system to be set with a balance between performance and stability.

Iterative Learning Control for Flexible Structures

Автор: Meng Tingting, He Wei
Название: Iterative Learning Control for Flexible Structures
ISBN: 9811527865 ISBN-13(EAN): 9789811527869
Издательство: Springer
Цена: 13974.00 р.
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Описание: Introduction.- Boundary Iterative Learning Control.- ILC for the Vibration Suppression in the Transverse Motion and Rotation.- ILC for the Nonlinearities of Differentiable and Non-Differentiable Inputs.- ILC for the Rejection of Time-Varying and Spatiotemporally Varying Disturbances.- Adaptive ILC for an Euler-Bernoulli Beam with Uncertainties.- ILC for Constant and Varying Trajectories Tracking.- ILC for a Flapping Wing Micro Aerial Vehicle.- ILC for a Flexible Two-Link Manipulator with PDE Model.- Conclusions.

Iterative Learning Control for Deterministic Systems

Автор: Kevin L. Moore
Название: Iterative Learning Control for Deterministic Systems
ISBN: 1447119142 ISBN-13(EAN): 9781447119142
Издательство: Springer
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Цена: 13060.00 р.
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Описание: 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.

Iterative Identification and Control

Автор: Pedro Albertos; Antonio Sala Piqueras
Название: Iterative Identification and Control
ISBN: 1447110986 ISBN-13(EAN): 9781447110989
Издательство: Springer
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Цена: 20962.00 р.
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Описание: An exposition of the interplay between the modelling of dynamic systems and the design of feedback controllers based on these models. The authors of individual chapters are some of the most renowned and authoritative figures in the fields of system identification and control design.

Iterative Learning Control for Equations with Fractional Derivatives and Impulses

Автор: Wang Jinrong, Liu Shengda, Fečkan Michal
Название: Iterative Learning Control for Equations with Fractional Derivatives and Impulses
ISBN: 9811682437 ISBN-13(EAN): 9789811682438
Издательство: Springer
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Цена: 16769.00 р.
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Описание: This book introduces iterative learning control (ILC) and its applications to the new equations such as fractional order equations, impulsive equations, delay equations, and multi-agent systems, which have not been presented in other books on conventional fields.

Iterative Learning Control for Flexible Structures

Автор: Meng Tingting, He Wei
Название: Iterative Learning Control for Flexible Structures
ISBN: 9811527830 ISBN-13(EAN): 9789811527838
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
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Описание: Introduction.- Boundary Iterative Learning Control.- ILC for the Vibration Suppression in the Transverse Motion and Rotation.- ILC for the Nonlinearities of Differentiable and Non-Differentiable Inputs.- ILC for the Rejection of Time-Varying and Spatiotemporally Varying Disturbances.- Adaptive ILC for an Euler-Bernoulli Beam with Uncertainties.- ILC for Constant and Varying Trajectories Tracking.- ILC for a Flapping Wing Micro Aerial Vehicle.- ILC for a Flexible Two-Link Manipulator with PDE Model.- Conclusions.

Iterative Learning Stabilization and Fault-Tolerant Control for Batch Processes

Автор: Limin Wang; Ridong Zhang; Furong Gao
Название: Iterative Learning Stabilization and Fault-Tolerant Control for Batch Processes
ISBN: 9811357897 ISBN-13(EAN): 9789811357893
Издательство: Springer
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Цена: 13974.00 р.
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Описание: This book is based on the authors` research on the stabilization and fault-tolerant control of batch processes, which are flourishing topics in the field of control system engineering.

Iterative Learning Control for Electrical Stimulation and Stroke Rehabilitation

Автор: Chris T. Freeman; Eric Rogers; Jane H. Burridge; A
Название: Iterative Learning Control for Electrical Stimulation and Stroke Rehabilitation
ISBN: 1447167252 ISBN-13(EAN): 9781447167259
Издательство: Springer
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Цена: 7685.00 р.
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Описание: Iterative learning control (ILC) has its origins in the control of processes that perform a task repetitively with a view to improving accuracy from trial to trial by using information from previous executions of the task. This brief shows how a classic application of this technique – trajectory following in robots – can be extended to neurological rehabilitation after stroke. Regaining upper limb movement is an important step in a return to independence after stroke, but the prognosis for such recovery has remained poor. Rehabilitation robotics provides the opportunity for repetitive task-oriented movement practice reflecting the importance of such intense practice demonstrated by conventional therapeutic research and motor learning theory. Until now this technique has not allowed feedback from one practice repetition to influence the next, also implicated as an important factor in therapy. The authors demonstrate how ILC can be used to adjust external functional electrical stimulation of patients’ muscles while they are repeatedly performing a task in response to the known effects of stimulation in previous repetitions. As the motor nerves and muscles of the arm reaquire the ability to convert an intention to move into a motion of accurate trajectory, force and rapidity, initially intense external stimulation can now be scaled back progressively until the fullest possible independence of movement is achieved.

Iterative Learning Control

Автор: David H. Owens
Название: Iterative Learning Control
ISBN: 144716928X ISBN-13(EAN): 9781447169284
Издательство: Springer
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Цена: 16977.00 р.
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Описание: Iterative Learning Control: Background and Review. Mathematical and Linear Modelling Methodologies.- Norm Optimal Iterative Learning Control: An Optimal Control Perspective.- Predicting the Effects of Non-minimum-phase Zeros.- Predictive Norm Optimal Iterative Learning Control.- Other Applications of Norm Optimal Iterative Learning Control.- Successive Projection Algorithms.- Parameter Optimal Iterative Learning Control.- Robustness of Parameter Optimal Iterative Learning Control.- Multi-parameter Optimal Iterative Learning Control.- No Normal 0 false false false EN-GB X-NONE X-NONE /* Style Definitions */ table.MsoNormalTable {mso-style-name: "Table Normal"; mso-tstyle-rowband-size:0; mso-tstyle-colband-size:0; mso-style-noshow: yes; mso-style-priority:99; mso-style-parent: ""; mso-padding-alt:0cm 5.4pt 0cm 5.4pt; mso-para-margin-top:0cm; mso-para-margin-right:0cm; mso-para-margin-bottom:10.0pt; mso-para-margin-left:0cm; line-height:115%; mso-pagination: widow-orphan; font-size:11.0pt; font-family: "Calibri","sans-serif"; mso-ascii-font-family: Calibri; mso-ascii-theme-font: minor-latin; mso-hansi-font-family: Calibri; mso-hansi-theme-font: minor-latin; mso-fareast-language: EN-US;} nlinear Iterative Learning Control and Optimization.

Iterative Learning Control

Автор: Zeungnam Bien; Jian-Xin Xu
Название: Iterative Learning Control
ISBN: 0792382137 ISBN-13(EAN): 9780792382133
Издательство: Springer
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Цена: 26122.00 р.
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Описание: Provides a comprehensive overview of iterative learning control theory and techniques relevant to industrial automation, and focuses on research directions for the 21st century. This title examines the important aspects of this technology. It also provides coverage of ILC`s history, its real-world applications, and its robustness and convergence.

Iterative Learning Control

Автор: Yangquan Chen; Changyun Wen
Название: Iterative Learning Control
ISBN: 1852331909 ISBN-13(EAN): 9781852331900
Издательство: Springer
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Цена: 14365.00 р.
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Описание: From aerodynamic curve identification robotics to neuromuscular stimulation, Iterative Learning Control (ILC), has many applications. A system may have uncertainties in its dynamic model and its environment. Using system repetitiveness, ILC reduces uncertainties and improves control performance.

Iterative Learning Control

Автор: Hyo-Sung Ahn; Kevin L. Moore; YangQuan Chen
Название: Iterative Learning Control
ISBN: 1849966583 ISBN-13(EAN): 9781849966580
Издательство: Springer
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Цена: 19589.00 р.
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Описание: Shows the reader how to use robust iterative learning control in the face of model uncertainty Helps to improve the performance of repetitive electromechanical tasks, widespread in industry Provides a rounded and self-contained approach to the subject of iterative learning control not available elsewhere


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