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Predictive Approaches to Control of Complex Systems, Gorazd Karer; Igor ?krjanc


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Автор: Gorazd Karer; Igor ?krjanc
Название:  Predictive Approaches to Control of Complex Systems
ISBN: 9783642439773
Издательство: Springer
Классификация:


ISBN-10: 3642439772
Обложка/Формат: Paperback
Страницы: 260
Вес: 0.39 кг.
Дата издания: 15.10.2014
Серия: Studies in Computational Intelligence
Язык: English
Размер: 234 x 156 x 15
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book presents control of time-delayed, unstable, multivariable processes and modelling approaches for several classes of complex systems. It places special emphasis on hybrid systems with distinct nonlinearities.


Predictive Control for Linear and Hybrid Systems

Автор: Borrelli
Название: Predictive Control for Linear and Hybrid Systems
ISBN: 1107652871 ISBN-13(EAN): 9781107652873
Издательство: Cambridge Academ
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Цена: 9502.00 р.
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Описание: With a simple, unified approach, and with consideration of real-time applications, this book covers the theory of stability, feasibility, and robustness of model predictive control (MPC). It is for graduate and postgraduate students, as well as advanced control practitioners interested in the theory and/or implementation of predictive control.

Predictive Control for Linear and Hybrid Systems

Автор: Borrelli
Название: Predictive Control for Linear and Hybrid Systems
ISBN: 1107016886 ISBN-13(EAN): 9781107016880
Издательство: Cambridge Academ
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Цена: 19800.00 р.
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Описание: Model Predictive Control (MPC), the dominant advanced control approach in industry over the past twenty-five years, is presented comprehensively in this unique book. With a simple, unified approach, and with attention to real-time implementation, it covers predictive control theory including the stability, feasibility, and robustness of MPC controllers. The theory of explicit MPC, where the nonlinear optimal feedback controller can be calculated efficiently, is presented in the context of linear systems with linear constraints, switched linear systems, and, more generally, linear hybrid systems. Drawing upon years of practical experience and using numerous examples and illustrative applications, the authors discuss the techniques required to design predictive control laws, including algorithms for polyhedral manipulations, mathematical and multiparametric programming and how to validate the theoretical properties and to implement predictive control policies. The most important algorithms feature in an accompanying free online MATLAB toolbox, which allows easy access to sample solutions. Predictive Control for Linear and Hybrid Systems is an ideal reference for graduate, postgraduate and advanced control practitioners interested in theory and/or implementation aspects of predictive control.

Hybrid Predictive Control for Dynamic Transport Problems

Автор: Alfredo Nunez; Doris Saez; Cristi?n E. Cort?s
Название: Hybrid Predictive Control for Dynamic Transport Problems
ISBN: 1447159403 ISBN-13(EAN): 9781447159407
Издательство: Springer
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Цена: 15672.00 р.
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Описание: This book develops methods for the design of predictive control strategies for nonlinear-dynamic hybrid discrete-/continuous-variable systems. The methodology is designed for real-time applications, particularly the study of dynamic transport systems.

Comprehensive Energy Management - Safe Adaptation, Predictive Control and Thermal Management

Автор: Daniel Watzenig; Bernhard Brandst?tter
Название: Comprehensive Energy Management - Safe Adaptation, Predictive Control and Thermal Management
ISBN: 3319574442 ISBN-13(EAN): 9783319574448
Издательство: Springer
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Цена: 7685.00 р.
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Описание:

The book discusses the emerging topic of comprehensive energy management in electric vehicles from the viewpoint of academia and from the industrial perspective. It provides a seamless coverage of all relevant systems and control algorithms for comprehensive energy management, their integration on a multi-core system and their reliability assurance (validation and test). Relevant European projects contributing to the evolvement of comprehensive energy management in fully electric vehicles are also included.

This volume includes contributions on model based functional safety and fault-tolerant E/E architectures, advanced control making use of external information (from a cloud) as well and thermal management as a central part for energy optimization and finally some aspects on fuel cells.

The second volume (ISBN .....) includes chapters on ECO driving and ECO routing covering different approaches for optimal speed profiles for a given route (mostly interconnecting with cloud data).

Lasso-MPC – Predictive Control with ?1-Regularised Least Squares

Автор: Marco Gallieri
Название: Lasso-MPC – Predictive Control with ?1-Regularised Least Squares
ISBN: 3319279610 ISBN-13(EAN): 9783319279619
Издательство: Springer
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Цена: 20962.00 р.
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Описание: This thesis proposes a novel Model Predictive Control (MPC) strategy, which modifies the usual MPC cost function in order to achieve a desirable sparse actuation.

Distributed Model Predictive Control Made Easy

Автор: Jos? M. Maestre; Rudy R. Negenborn
Название: Distributed Model Predictive Control Made Easy
ISBN: 9402407146 ISBN-13(EAN): 9789402407143
Издательство: Springer
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Цена: 18284.00 р.
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Описание: This book provides a state-of-the-art overview of distributed model predictive control (MPC) approaches. It carefully explains the core and rationale of 35 approaches, providing detailed step-by-step algorithmic descriptions of each approach.

Applied Predictive Control

Автор: Sunan Huang; Tong Heng Lee
Название: Applied Predictive Control
ISBN: 1852333383 ISBN-13(EAN): 9781852333386
Издательство: Springer
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Цена: 20962.00 р.
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Описание: Addresses three main schemes for advanced predictive control: Smith predictive control, generalised predictive control, and a form of predictive control based on finite spectrum assignment. This book addresses application issues in predictive control, providing case studies for application-oriented readers.

Model Predictive Control System Design and Implementation Using MATLAB®

Автор: Liuping Wang
Название: Model Predictive Control System Design and Implementation Using MATLAB®
ISBN: 1849968365 ISBN-13(EAN): 9781849968362
Издательство: Springer
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Цена: 19564.00 р.
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Описание: This book proposes methods for the design and implementation of MPC systems using basis functions that confer a number of advantages. As well as presenting the theory, the author covers industrial applications and explains the subject of quadratic programming.

Nonlinear Model Predictive Control

Автор: Frank Allg?wer; Alex Zheng
Название: Nonlinear Model Predictive Control
ISBN: 3034895542 ISBN-13(EAN): 9783034895545
Издательство: Springer
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Цена: 20962.00 р.
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Описание: During the past decade model predictive control (MPC), also referred to as receding horizon control or moving horizon control, has become the preferred control strategy for quite a number of industrial processes.

Model Predictive Control

Автор: Camacho
Название: Model Predictive Control
ISBN: 1852336943 ISBN-13(EAN): 9781852336943
Издательство: Springer
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Цена: 9781.00 р.
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Описание: The second edition of "Model Predictive Control" provides a thorough introduction to theoretical and practical aspects of the most commonly used MPC strategies. It bridges the gap between the powerful but often abstract techniques of control researchers and the more empirical approach of practitioners.

Nonlinear Model Predictive Control

Автор: Grune
Название: Nonlinear Model Predictive Control
ISBN: 0857295004 ISBN-13(EAN): 9780857295002
Издательство: Springer
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Цена: 22359.00 р.
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Описание: Nonlinear Model Predictive Control is a thorough and rigorous introduction to nonlinear model predictive control (NMPC) for discrete-time and sampled-data systems. NMPC is interpreted as an approximation of infinite-horizon optimal control so that important properties like closed-loop stability, inverse optimality and suboptimality can be derived in a uniform manner. These results are complemented by discussions of feasibility and robustness. NMPC schemes with and without stabilizing terminal constraints are detailed and intuitive examples illustrate the performance of different NMPC variants. An introduction to nonlinear optimal control algorithms gives insight into how the nonlinear optimisation routine – the core of any NMPC controller – works. An appendix covering NMPC software and accompanying software in MATLAB® and C++(downloadable from www.springer.com/ISBN) enables readers to perform computer experiments exploring the possibilities and limitations of NMPC.

Model Predictive Control of Wastewater Systems

Автор: Carlos Ocampo-Martinez
Название: Model Predictive Control of Wastewater Systems
ISBN: 1447157184 ISBN-13(EAN): 9781447157182
Издательство: Springer
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Цена: 16977.00 р.
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Описание: This book shows how sewage systems can be modeled and controlled within the framework of model predictive control (MPC). A MATLAB(R) toolbox (available for download) will assist readers in implementing the MPC methods described within a sewer network.


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