Direct Data Driven Control System Design
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Direct Data Driven Control System Design
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Author : Simone Formentin
language : en
Publisher:
Release Date : 2012
Direct Data Driven Control System Design written by Simone Formentin and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012 with categories.
An Introduction To Data Driven Control Systems
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Author : Ali Khaki-Sedigh
language : en
Publisher: John Wiley & Sons
Release Date : 2023-11-10
An Introduction To Data Driven Control Systems written by Ali Khaki-Sedigh and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-10 with Science categories.
An Introduction to Data-Driven Control Systems An introduction to the emerging dominant paradigm in control design Model-based approaches to control systems design have long dominated the control systems design methodologies. However, most models require substantial prior or assumed information regarding the plant’s structure and internal dynamics. The data-driven paradigm in control systems design, which has proliferated rapidly in recent decades, requires only observed input-output data from plants, making it more flexible and broadly applicable. An Introduction to Data-Driven Control Systems provides a foundational overview of data-driven control systems methodologies. It presents key concepts and theories in an accessible way, without the need for the complex mathematics typically associated with technical publications in the field, and raises the important issues involved in applying these approaches. The result is a highly readable introduction to what promises to become the dominant control systems design paradigm. Readers will also find: An overview of philosophical-historical issues accompanying the emergence of data-driven control systems Design analysis of several conventional data-driven control systems design methodologies Algorithms and simulation results, with numerous examples, to facilitate the implementation of methods An Introduction to Data-Driven Control Systems is ideal for students and researchers in control theory or any other research area related to plant design and production.
Data Driven Strategies
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Author : Wang Jianhong
language : en
Publisher: CRC Press
Release Date : 2023-03-31
Data Driven Strategies written by Wang Jianhong and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-03-31 with Computers categories.
A key challenge in science and engineering is to provide a quantitative description of the systems under investigation, leveraging the noisy data collected. Such a description may be a complete mathematical model or a mechanism to return controllers corresponding to new, unseen inputs. Recent advances in the theories are described in detail, along with their applications in engineering. The book aims to develop model-free system analysis and control strategies, i.e., data-driven control from theoretical analysis and engineering applications based only on measured data. The study aims to develop system identification, and combination in advanced control theory, i.e., data-driven control strategy as system and controller are generated from measured data directly. The book reviews the development of system identification and its combination in advanced control theory, i.e., data-driven control strategy, as they all depend on measured data. Firstly, data-driven identification is developed for the closed-loop, nonlinear system and model validation, i.e., obtaining model descriptions from measured data. Secondly, the data-driven idea is combined with some control strategies to be considered data-driven control strategies, such as data-driven model predictive control, data-driven iterative tuning control, and data-driven subspace predictive control. Thirdly data-driven identification and data-driven control strategies are applied to interested engineering. In this context, the book provides algorithms to perform state estimation of dynamical systems from noisy data and some convex optimization algorithms through identification and control problems.
Data Driven Controller Design
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Author : Alexandre Sanfelice Bazanella
language : en
Publisher: Springer Science & Business Media
Release Date : 2011-11-16
Data Driven Controller Design written by Alexandre Sanfelice Bazanella and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-11-16 with Technology & Engineering categories.
Data-Based Controller Design presents a comprehensive analysis of data-based control design. It brings together the different data-based design methods that have been presented in the literature since the late 1990’s. To the best knowledge of the author, these data-based design methods have never been collected in a single text, analyzed in depth or compared to each other, and this severely limits their widespread application. In this book these methods will be presented under a common theoretical framework, which fits also a large family of adaptive control methods: the MRAC (Model Reference Adaptive Control) methods. This common theoretical framework has been developed and presented very recently. The book is primarily intended for PhD students and researchers - senior or junior - in control systems. It should serve as teaching material for data-based and adaptive control courses at the graduate level, as well as for reference material for PhD theses. It should also be useful for advanced engineers willing to apply data-based design. As a matter of fact, the concepts in this book are being used, under the author’s supervision, for developing new software products in a automation company. The book will present simulation examples along the text. Practical applications of the concepts and methodologies will be presented in a specific chapter.
Conference Proceedings
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Author :
language : en
Publisher:
Release Date : 1983
Conference Proceedings written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1983 with Computer architecture categories.
The International Journal Of Applied Engineering Education
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Author :
language : en
Publisher:
Release Date : 1990
The International Journal Of Applied Engineering Education written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1990 with Engineering categories.
Green Power Materials And Manufacturing Technology And Applications
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Author : Ai Min Yang
language : en
Publisher: Trans Tech Publications Ltd
Release Date : 2011-08-08
Green Power Materials And Manufacturing Technology And Applications written by Ai Min Yang and has been published by Trans Tech Publications Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-08-08 with Technology & Engineering categories.
Selected, peer reviewed papers from the International Conference on Green Power, Materials and Manufacturing Technology and Applications (GPMMTA 2011), July 15-18, 2011, Chongqing, China
Control In Transportation Systems 2000
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Author : Eckehard Schnieder
language : en
Publisher:
Release Date : 2001
Control In Transportation Systems 2000 written by Eckehard Schnieder and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Traffic engineering categories.
Microprocessor Systems
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Author : Stephen Evanczuk
language : en
Publisher: New York : McGraw-Hill
Release Date : 1984
Microprocessor Systems written by Stephen Evanczuk and has been published by New York : McGraw-Hill this book supported file pdf, txt, epub, kindle and other format this book has been release on 1984 with Mathematics categories.
Government Reports Announcements Index
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Author :
language : en
Publisher:
Release Date : 1992-07
Government Reports Announcements Index written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992-07 with Science categories.