System Identification For Robust Process Control Nominal Models And Error Bounds

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Multivariable System Identification For Process Control

Author : Y. Zhu
Publisher : Elsevier
ISBN 13 : 0080537111
Total Pages : 373 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Multivariable System Identification For Process Control by : Y. Zhu

Download or read book Multivariable System Identification For Process Control written by Y. Zhu and published by Elsevier. This book was released on 2001-10-08 with total page 373 pages. Available in PDF, EPUB and Kindle. Book excerpt: Systems and control theory has experienced significant development in the past few decades. New techniques have emerged which hold enormous potential for industrial applications, and which have therefore also attracted much interest from academic researchers. However, the impact of these developments on the process industries has been limited.The purpose of Multivariable System Identification for Process Control is to bridge the gap between theory and application, and to provide industrial solutions, based on sound scientific theory, to process identification problems. The book is organized in a reader-friendly way, starting with the simplest methods, and then gradually introducing more complex techniques. Thus, the reader is offered clear physical insight without recourse to large amounts of mathematics. Each method is covered in a single chapter or section, and experimental design is explained before any identification algorithms are discussed. The many simulation examples and industrial case studies demonstrate the power and efficiency of process identification, helping to make the theory more applicable. MatlabTM M-files, designed to help the reader to learn identification in a computing environment, are included.

Modelling and Identification with Rational Orthogonal Basis Functions

Author : Peter S.C. Heuberger
Publisher : Springer Science & Business Media
ISBN 13 : 9781852339562
Total Pages : 432 pages
Book Rating : 4.3/5 (395 download)

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Book Synopsis Modelling and Identification with Rational Orthogonal Basis Functions by : Peter S.C. Heuberger

Download or read book Modelling and Identification with Rational Orthogonal Basis Functions written by Peter S.C. Heuberger and published by Springer Science & Business Media. This book was released on 2005-06-30 with total page 432 pages. Available in PDF, EPUB and Kindle. Book excerpt: Models of dynamical systems are of great importance in almost all fields of science and engineering and specifically in control, signal processing and information science. A model is always only an approximation of a real phenomenon so that having an approximation theory which allows for the analysis of model quality is a substantial concern. The use of rational orthogonal basis functions to represent dynamical systems and stochastic signals can provide such a theory and underpin advanced analysis and efficient modelling. It also has the potential to extend beyond these areas to deal with many problems in circuit theory, telecommunications, systems, control theory and signal processing. Modelling and Identification with Rational Orthogonal Basis Functions affords a self-contained description of the development of the field over the last 15 years, furnishing researchers and practising engineers working with dynamical systems and stochastic processes with a standard reference work.

Scientific and Technical Aerospace Reports

Author :
Publisher :
ISBN 13 :
Total Pages : 542 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Scientific and Technical Aerospace Reports by :

Download or read book Scientific and Technical Aerospace Reports written by and published by . This book was released on 1995 with total page 542 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Iterative Identification and Control

Author : Pedro Albertos
Publisher : Springer Science & Business Media
ISBN 13 : 1447102053
Total Pages : 320 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Iterative Identification and Control by : Pedro Albertos

Download or read book Iterative Identification and Control written by Pedro Albertos and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

System Identification (SYSID '03)

Author : Paul Van Den Hof
Publisher : Elsevier
ISBN 13 : 9780080437095
Total Pages : 2080 pages
Book Rating : 4.4/5 (37 download)

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Book Synopsis System Identification (SYSID '03) by : Paul Van Den Hof

Download or read book System Identification (SYSID '03) written by Paul Van Den Hof and published by Elsevier. This book was released on 2004-06-29 with total page 2080 pages. Available in PDF, EPUB and Kindle. Book excerpt: The scope of the symposium covers all major aspects of system identification, experimental modelling, signal processing and adaptive control, ranging from theoretical, methodological and scientific developments to a large variety of (engineering) application areas. It is the intention of the organizers to promote SYSID 2003 as a meeting place where scientists and engineers from several research communities can meet to discuss issues related to these areas. Relevant topics for the symposium program include: Identification of linear and multivariable systems, identification of nonlinear systems, including neural networks, identification of hybrid and distributed systems, Identification for control, experimental modelling in process control, vibration and modal analysis, model validation, monitoring and fault detection, signal processing and communication, parameter estimation and inverse modelling, statistical analysis and uncertainty bounding, adaptive control and data-based controller tuning, learning, data mining and Bayesian approaches, sequential Monte Carlo methods, including particle filtering, applications in process control systems, motion control systems, robotics, aerospace systems, bioengineering and medical systems, physical measurement systems, automotive systems, econometrics, transportation and communication systems *Provides the latest research on System Identification *Contains contributions written by experts in the field *Part of the IFAC Proceedings Series which provides a comprehensive overview of the major topics in control engineering.

European Control Conference 1995

Author :
Publisher : European Control Association
ISBN 13 :
Total Pages : 882 pages
Book Rating : 4./5 ( download)

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Book Synopsis European Control Conference 1995 by :

Download or read book European Control Conference 1995 written by and published by European Control Association. This book was released on 1995-09-05 with total page 882 pages. Available in PDF, EPUB and Kindle. Book excerpt: Proceedings of the European Control Conference 1995, Rome, Italy 5-8 September 1995

Iterative Identification and Control

Author : P. Albertos Pérez
Publisher : Springer Science & Business Media
ISBN 13 : 9781852335090
Total Pages : 332 pages
Book Rating : 4.3/5 (35 download)

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Book Synopsis Iterative Identification and Control by : P. Albertos Pérez

Download or read book Iterative Identification and Control written by P. Albertos Pérez and published by Springer Science & Business Media. This book was released on 2002-05-21 with total page 332 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Trends in Advanced Intelligent Control, Optimization and Automation

Author : Wojciech Mitkowski
Publisher : Springer
ISBN 13 : 3319606999
Total Pages : 886 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Trends in Advanced Intelligent Control, Optimization and Automation by : Wojciech Mitkowski

Download or read book Trends in Advanced Intelligent Control, Optimization and Automation written by Wojciech Mitkowski and published by Springer. This book was released on 2017-06-06 with total page 886 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains the proceedings of the KKA 2017 – the 19th Polish Control Conference, organized by the Department of Automatics and Biomedical Engineering, AGH University of Science and Technology in Kraków, Poland on June 18–21, 2017, under the auspices of the Committee on Automatic Control and Robotics of the Polish Academy of Sciences, and the Commission for Engineering Sciences of the Polish Academy of Arts and Sciences. Part 1 deals with general issues of modeling and control, notably flow modeling and control, sliding mode, predictive, dual, etc. control. In turn, Part 2 focuses on optimization, estimation and prediction for control. Part 3 is concerned with autonomous vehicles, while Part 4 addresses applications. Part 5 discusses computer methods in control, and Part 6 examines fractional order calculus in the modeling and control of dynamic systems. Part 7 focuses on modern robotics. Part 8 deals with modeling and identification, while Part 9 deals with problems related to security, fault detection and diagnostics. Part 10 explores intelligent systems in automatic control, and Part 11 discusses the use of control tools and techniques in biomedical engineering. Lastly, Part 12 considers engineering education and teaching with regard to automatic control and robotics.

Automation 2021: Recent Achievements in Automation, Robotics and Measurement Techniques

Author : Roman Szewczyk
Publisher : Springer Nature
ISBN 13 : 3030748936
Total Pages : 442 pages
Book Rating : 4.0/5 (37 download)

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Book Synopsis Automation 2021: Recent Achievements in Automation, Robotics and Measurement Techniques by : Roman Szewczyk

Download or read book Automation 2021: Recent Achievements in Automation, Robotics and Measurement Techniques written by Roman Szewczyk and published by Springer Nature. This book was released on 2021-04-29 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains 38 papers authored by both scientists and practitioners focused on an interdisciplinary approach to the development of cyber-physical systems. Recently our civilization has been facing one of the most severe challenges in modern history. The COVID-19 pandemic devastated the global economy and significantly disrupted numerous areas of economic activity. Only radical increase of efficiency and versatility of industrial production, with further limitation of human involvement, paralleled by the decrease of environmental burden, will enable us to cope with such challenges. We hope that the presented book provides input to the solution of at least some problems brought about by this challenge. This approach relies on the development of measuring techniques, robotic and mechatronic systems, industrial automation, numerical modeling and simulation as well as application of artificial intelligence techniques required by the transformation leading to Industry 4.0.

Dynamics and Control of Chemical Reactors, Distillation Columns and Batch Processes (DYCORD+ '92)

Author : J.G. Balchen
Publisher : Elsevier
ISBN 13 : 1483298779
Total Pages : 387 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Dynamics and Control of Chemical Reactors, Distillation Columns and Batch Processes (DYCORD+ '92) by : J.G. Balchen

Download or read book Dynamics and Control of Chemical Reactors, Distillation Columns and Batch Processes (DYCORD+ '92) written by J.G. Balchen and published by Elsevier. This book was released on 2014-05-23 with total page 387 pages. Available in PDF, EPUB and Kindle. Book excerpt: In addition to the three main themes: chemical reactors, distillation columns, and batch processes this volume also addresses some of the new trends in dynamics and control methodology such as model based predictive control, new methods for identification of dynamic models, nonlinear control theory and the application of neural networks to identification and control. Provides a useful reference source of the major advances in the field.

High Performance, Robust Control of Flexible Space Structures: MSFC Center Director's Discretionary Fund

Author :
Publisher :
ISBN 13 :
Total Pages : 104 pages
Book Rating : 4.:/5 (317 download)

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Book Synopsis High Performance, Robust Control of Flexible Space Structures: MSFC Center Director's Discretionary Fund by :

Download or read book High Performance, Robust Control of Flexible Space Structures: MSFC Center Director's Discretionary Fund written by and published by . This book was released on 1998 with total page 104 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Dynamics and Control of Process Systems 2004

Author : Sirish Shah
Publisher : Elsevier
ISBN 13 : 9780080442976
Total Pages : 540 pages
Book Rating : 4.4/5 (429 download)

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Book Synopsis Dynamics and Control of Process Systems 2004 by : Sirish Shah

Download or read book Dynamics and Control of Process Systems 2004 written by Sirish Shah and published by Elsevier. This book was released on 2005-06-10 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Proceedings of the 1995 American Control Conference

Author :
Publisher :
ISBN 13 :
Total Pages : 1148 pages
Book Rating : 4.3/5 (97 download)

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Book Synopsis Proceedings of the 1995 American Control Conference by :

Download or read book Proceedings of the 1995 American Control Conference written by and published by . This book was released on 1995 with total page 1148 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Government Reports Announcements & Index

Author :
Publisher :
ISBN 13 :
Total Pages : 1168 pages
Book Rating : 4.:/5 (31 download)

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Book Synopsis Government Reports Announcements & Index by :

Download or read book Government Reports Announcements & Index written by and published by . This book was released on 1995 with total page 1168 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Identification of Continuous-Time Systems

Author : Allamaraju Subrahmanyam
Publisher : CRC Press
ISBN 13 : 1000732908
Total Pages : 94 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Identification of Continuous-Time Systems by : Allamaraju Subrahmanyam

Download or read book Identification of Continuous-Time Systems written by Allamaraju Subrahmanyam and published by CRC Press. This book was released on 2019-12-06 with total page 94 pages. Available in PDF, EPUB and Kindle. Book excerpt: Models of dynamical systems are required for various purposes in the field of systems and control. The models are handled either in discrete time (DT) or in continuous time (CT). Physical systems give rise to models only in CT because they are based on physical laws which are invariably in CT. In system identification, indirect methods provide DT models which are then converted into CT. Methods of directly identifying CT models are preferred to the indirect methods for various reasons. The direct methods involve a primary stage of signal processing, followed by a secondary stage of parameter estimation. In the primary stage, the measured signals are processed by a general linear dynamic operation—computational or realized through prefilters, to preserve the system parameters in their native CT form—and the literature is rich on this aspect. In this book: Identification of Continuous-Time Systems-Linear and Robust Parameter Estimation, Allamaraju Subrahmanyam and Ganti Prasada Rao consider CT system models that are linear in their unknown parameters and propose robust methods of estimation. This book complements the existing literature on the identification of CT systems by enhancing the secondary stage through linear and robust estimation. In this book, the authors provide an overview of CT system identification, consider Markov-parameter models and time-moment models as simple linear-in-parameters models for CT system identification, bring them into mainstream model parameterization via basis functions, present a methodology to robustify the recursive least squares algorithm for parameter estimation of linear regression models, suggest a simple off-line error quantification scheme to show that it is possible to quantify error even in the absence of informative priors, and indicate some directions for further research. This modest volume is intended to be a useful addition to the literature on identifying CT systems.

Identification of Multivariable Industrial Processes

Author : Yucai Zhu
Publisher : Springer Science & Business Media
ISBN 13 : 1447120582
Total Pages : 200 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Identification of Multivariable Industrial Processes by : Yucai Zhu

Download or read book Identification of Multivariable Industrial Processes written by Yucai Zhu and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: Identification of Multivariable Industrial Processes presents a unified approach to multivariable industrial process identification. It concentrates on industrial processes with reference to model applications. The areas covered are experiment design, model structure selection, parameter estimation as well as error bounds of the transfer function. This publication is intended to fill the gap between modern systems and control theory and industrial application. It is based on the results of 10 years of research and application experiences. The theories and models discussed are fully explained and illustrated with case studies. At an early stage the reader is introduced to real applications.

Theory And Practice Of Control And Systems - Proceedings Of The 6th Ieee Mediterranean Conference

Author : Antonio Tornambe
Publisher : World Scientific
ISBN 13 : 9814632465
Total Pages : 863 pages
Book Rating : 4.8/5 (146 download)

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Book Synopsis Theory And Practice Of Control And Systems - Proceedings Of The 6th Ieee Mediterranean Conference by : Antonio Tornambe

Download or read book Theory And Practice Of Control And Systems - Proceedings Of The 6th Ieee Mediterranean Conference written by Antonio Tornambe and published by World Scientific. This book was released on 1999-01-04 with total page 863 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume gathers together all the lectures presented at the 6th IEEE Mediterranean Conference. It focuses on the mathematical aspects in the theory and practice of control and systems, including stability and stabilizability, robust control, adaptive control, robotics and manufacturing; these topics are under intense investigation and development in the engineering and mathematics communities. The volume should have immediate appeal for a large group of engineers and mathematicians who are interested in very abstract as well as very concrete aspects of control and system theory.