Control Identification And Input Optimization

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Control, Identification, and Input Optimization

Author : Robert Kalaba
Publisher : Springer Science & Business Media
ISBN 13 : 1468476629
Total Pages : 429 pages
Book Rating : 4.4/5 (684 download)

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Book Synopsis Control, Identification, and Input Optimization by : Robert Kalaba

Download or read book Control, Identification, and Input Optimization written by Robert Kalaba and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a self-contained text devoted to the numerical determination of optimal inputs for system identification. It presents the current state of optimal inputs with extensive background material on optimization and system identification. The field of optimal inputs has been an area of considerable research recently with important advances by R. Mehra, G. c. Goodwin, M. Aoki, and N. E. Nahi, to name just a few eminent in vestigators. The authors' interest in optimal inputs first developed when F. E. Yates, an eminent physiologist, expressed the need for optimal or preferred inputs to estimate physiological parameters. The text assumes no previous knowledge of optimal control theory, numerical methods for solving two-point boundary-value problems, or system identification. As such it should be of interest to students as well as researchers in control engineering, computer science, biomedical en gineering, operations research, and economics. In addition the sections on beam theory should be of special interest to mechanical and civil en gineers and the sections on eigenvalues should be of interest to numerical analysts. The authors have tried to present a balanced viewpoint; however, primary emphasis is on those methods in which they have had first-hand experience. Their work has been influenced by many authors. Special acknowledgment should go to those listed above as well as R. Bellman, A. Miele, G. A. Bekey, and A. P. Sage. The book can be used for a two-semester course in control theory, system identification, and optimal inputs.

Real-Time Optimization

Author : Dominique Bonvin
Publisher : MDPI
ISBN 13 : 303842448X
Total Pages : 255 pages
Book Rating : 4.0/5 (384 download)

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Book Synopsis Real-Time Optimization by : Dominique Bonvin

Download or read book Real-Time Optimization written by Dominique Bonvin and published by MDPI. This book was released on 2018-07-05 with total page 255 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is a printed edition of the Special Issue "Real-Time Optimization" that was published in Processes

An Introduction to Identification

Author : J. P. Norton
Publisher : Courier Corporation
ISBN 13 : 0486469352
Total Pages : 322 pages
Book Rating : 4.4/5 (864 download)

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Book Synopsis An Introduction to Identification by : J. P. Norton

Download or read book An Introduction to Identification written by J. P. Norton and published by Courier Corporation. This book was released on 2009-01-01 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Suitable for advanced undergraduates and graduate students, this text covers the theoretical basis for mathematical modeling as well as a variety of identification algorithms and their applications. 1986 edition.

Control and Dynamic Systems V26

Author : C.T. Leonides
Publisher : Elsevier
ISBN 13 : 0323154654
Total Pages : 352 pages
Book Rating : 4.3/5 (231 download)

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Book Synopsis Control and Dynamic Systems V26 by : C.T. Leonides

Download or read book Control and Dynamic Systems V26 written by C.T. Leonides and published by Elsevier. This book was released on 2012-12-02 with total page 352 pages. Available in PDF, EPUB and Kindle. Book excerpt: Control and Dynamic Systems: Advances in Theory and Application, Volume 26: System Identification and Adaptive Control, Part 2 of 3 deals with system parameter identification and adaptive control. It presents useful techniques for effective stochastic adaptive control systems. This volume presents a powerful technique for identifying discrete time and continuous time linear time-invariant multivariable systems. It also includes the use of identifiable representations for linear multivariable systems; parametric identification of transfer functions of linear system; compares model reference adaptive control and model identification control; estimation of transfer function models; multivariable self-tuning control; and covariance analysis. This volume ends with powerful techniques for adaptive control for stochastic linear systems. This text is of great value to practitioners in the field who want a comprehensive reference source of techniques with significant applied implications.

Data-Driven Science and Engineering

Author : Steven L. Brunton
Publisher : Cambridge University Press
ISBN 13 : 1009098489
Total Pages : 615 pages
Book Rating : 4.0/5 (9 download)

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Book Synopsis Data-Driven Science and Engineering by : Steven L. Brunton

Download or read book Data-Driven Science and Engineering written by Steven L. Brunton and published by Cambridge University Press. This book was released on 2022-05-05 with total page 615 pages. Available in PDF, EPUB and Kindle. Book excerpt: A textbook covering data-science and machine learning methods for modelling and control in engineering and science, with Python and MATLAB®.

Optimal Control Applications in Electric Power Systems

Author : G.S. Christensen
Publisher : Springer Science & Business Media
ISBN 13 : 1489920854
Total Pages : 204 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Optimal Control Applications in Electric Power Systems by : G.S. Christensen

Download or read book Optimal Control Applications in Electric Power Systems written by G.S. Christensen and published by Springer Science & Business Media. This book was released on 2013-11-21 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: Significant advances in the field of optimal control have been made over the past few decades. These advances have been well documented in numerous fine publications, and have motivated a number of innovations in electric power system engineering, but they have not yet been collected in book form. Our purpose in writing this book is to provide a description of some of the applications of optimal control techniques to practical power system problems. The book is designed for advanced undergraduate courses in electric power systems, as well as graduate courses in electrical engineering, applied mathematics, and industrial engineering. It is also intended as a self-study aid for practicing personnel involved in the planning and operation of electric power systems for utilities, manufacturers, and consulting and government regulatory agencies. The book consists of seven chapters. It begins with an introductory chapter that briefly reviews the history of optimal control and its power system applications and also provides an outline of the text. The second chapter is entitled "Some Optimal Control Techniques"; its intent is to introduce fundamental concepts of optimal control theory that are relevant to the applications treated in the following chapters. Emphasis is given to clear, methodical development rather than rigorous formal proofs. Topics discussed include variational calculus, Pontryagin's maximum principle, and geometric methods employing functional analysis. A number of solved examples are included to illustrate the techniques.

Computer Information Systems and Industrial Management

Author : Khalid Saeed
Publisher : Springer
ISBN 13 : 3319243691
Total Pages : 624 pages
Book Rating : 4.3/5 (192 download)

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Book Synopsis Computer Information Systems and Industrial Management by : Khalid Saeed

Download or read book Computer Information Systems and Industrial Management written by Khalid Saeed and published by Springer. This book was released on 2015-09-17 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 14th IFIP TC 8 International Conference on Computer Information Systems and Industrial Management, CISIM 2015, held in Warsaw, Poland, in September 2015. The 47 papers presented in this volume were carefully reviewed and selected from about 80 submissions. The main topics covered are biometrics, security systems, multimedia, classification and clustering with applications, and industrial management.

Identification and Classical Control of Linear Multivariable Systems

Author : V. Dhanya Ram
Publisher : Cambridge University Press
ISBN 13 : 1316517217
Total Pages : 417 pages
Book Rating : 4.3/5 (165 download)

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Book Synopsis Identification and Classical Control of Linear Multivariable Systems by : V. Dhanya Ram

Download or read book Identification and Classical Control of Linear Multivariable Systems written by V. Dhanya Ram and published by Cambridge University Press. This book was released on 2022-10-31 with total page 417 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book trains engineering students to identify multivariable transfer function models and design classical controllers for such systems.

Decision and Control in Uncertain Resource Systems

Author : Mangel
Publisher : Academic Press
ISBN 13 : 0080956777
Total Pages : 270 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis Decision and Control in Uncertain Resource Systems by : Mangel

Download or read book Decision and Control in Uncertain Resource Systems written by Mangel and published by Academic Press. This book was released on 1984-12-14 with total page 270 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision and Control in Uncertain Resource Systems

Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications

Author : Management Association, Information Resources
Publisher : IGI Global
ISBN 13 : 1799804151
Total Pages : 1707 pages
Book Rating : 4.7/5 (998 download)

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Book Synopsis Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications by : Management Association, Information Resources

Download or read book Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications written by Management Association, Information Resources and published by IGI Global. This book was released on 2019-10-11 with total page 1707 pages. Available in PDF, EPUB and Kindle. Book excerpt: Due to the growing use of web applications and communication devices, the use of data has increased throughout various industries. It is necessary to develop new techniques for managing data in order to ensure adequate usage. Deep learning, a subset of artificial intelligence and machine learning, has been recognized in various real-world applications such as computer vision, image processing, and pattern recognition. The deep learning approach has opened new opportunities that can make such real-life applications and tasks easier and more efficient. Deep Learning and Neural Networks: Concepts, Methodologies, Tools, and Applications is a vital reference source that trends in data analytics and potential technologies that will facilitate insight in various domains of science, industry, business, and consumer applications. It also explores the latest concepts, algorithms, and techniques of deep learning and data mining and analysis. Highlighting a range of topics such as natural language processing, predictive analytics, and deep neural networks, this multi-volume book is ideally designed for computer engineers, software developers, IT professionals, academicians, researchers, and upper-level students seeking current research on the latest trends in the field of deep learning.

Numerical Derivatives and Nonlinear Analysis

Author : Harriet Kagiwada
Publisher : Springer Science & Business Media
ISBN 13 : 1468450565
Total Pages : 206 pages
Book Rating : 4.4/5 (684 download)

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Book Synopsis Numerical Derivatives and Nonlinear Analysis by : Harriet Kagiwada

Download or read book Numerical Derivatives and Nonlinear Analysis written by Harriet Kagiwada and published by Springer Science & Business Media. This book was released on 2013-03-08 with total page 206 pages. Available in PDF, EPUB and Kindle. Book excerpt: For many years it has been an article of faith of numerical analysts that the evaluation of derivatives of complicated functions should be avoided. Derivatives were evaluated using finite differences or, more recently, using symbolic manipulation packages. The first has the disadvantage of limited accuracy. The second has disadvantages of being expensive and requiring considerable computer memory. The recent developments described in this text allow the evaluation of derivatives using simple automatic derivative evaluation subroutines pro grammed in FORTRAN or BASIC. These subroutines can even be programmed on a personal computer. The concept for the evaluation of the derivatives was originally developed by Wengert over 20 years ago. Significant im provements have been made in Wengert's method and are utilized in this text. The purpose of this text is to familiarize computer users with a simple and practical method for obtaining the partial derivatives of complicated mathematical expressions. The text illustrates the use of automatic deriva tive evaluation subroutines to solve a wide range of nonlinear least-squares, optimal control, system identification, two-point boundary value problems, and integral equations. The numerical values of the derivatives are evalu~ ated exactly, except for roundoff, using simple FORTRAN or BASIC sub routines. These derivatives are derived automatically behind the scenes, from the equivalent of analytical expressions, without any effort from the user. The use of costly software packages is not required.

Optimizing Processes with RFID and Auto ID

Author : Norbert Bartneck
Publisher : John Wiley & Sons
ISBN 13 : 9783895783302
Total Pages : 264 pages
Book Rating : 4.7/5 (833 download)

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Book Synopsis Optimizing Processes with RFID and Auto ID by : Norbert Bartneck

Download or read book Optimizing Processes with RFID and Auto ID written by Norbert Bartneck and published by John Wiley & Sons. This book was released on 2009-04-20 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Radio Frequency Identification (RFID) is the technology applied for unambiguous and contactless identification of all types of objects. Varying magnetic fields or radio waves enable contactless data transfer as well as fast, automatic data collection. In addition, the importance of optical codes gains further importance due to their specific advantages. RFID and Auto ID systems are used in a wide range of sectors - from the consumer goods industry and trade via the automobile and aerospace industries to the chemicals and pharmaceuticals industries, as well as logistics and transport facilities. New potentials to secure competitive advantages can be utilized with early planning of the application of RFID and Auto ID in procurement, manufacturing and logistics. In addition to RFID and Auto ID technology, this book presents applications from different areas of application which have already been tried and tested. They demonstrate the approach, the process and the selection of RFID and Auto ID systems for various problems. A perspective on trends and innovative security solutions shows possible future application options for this technology.

Real and Functional Analysis

Author : Arunava Mukherjea
Publisher : Springer Science & Business Media
ISBN 13 : 148994558X
Total Pages : 283 pages
Book Rating : 4.4/5 (899 download)

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Book Synopsis Real and Functional Analysis by : Arunava Mukherjea

Download or read book Real and Functional Analysis written by Arunava Mukherjea and published by Springer Science & Business Media. This book was released on 2013-11-11 with total page 283 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Intelligent Beam Control in Accelerators

Author : Zheqiao Geng
Publisher : Springer Nature
ISBN 13 : 3031285972
Total Pages : 164 pages
Book Rating : 4.0/5 (312 download)

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Book Synopsis Intelligent Beam Control in Accelerators by : Zheqiao Geng

Download or read book Intelligent Beam Control in Accelerators written by Zheqiao Geng and published by Springer Nature. This book was released on 2023-05-11 with total page 164 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book systematically discusses the algorithms and principles for achieving stable and optimal beam (or products of the beam) parameters in particle accelerators. A four-layer beam control strategy is introduced to structure the subsystems related to beam controls, such as beam device control, beam feedback, and beam optimization. This book focuses on the global control and optimization layers. As a basis of global control, the beam feedback system regulates the beam parameters against disturbances and stabilizes them around the setpoints. The global optimization algorithms, such as the robust conjugate direction search algorithm, genetic algorithm, and particle swarm optimization algorithm, are at the top layer, determining the feedback setpoints for optimal beam qualities. In addition, the authors also introduce the applications of machine learning for beam controls. Selected machine learning algorithms, such as supervised learning based on artificial neural networks and Gaussian processes, and reinforcement learning, are discussed. They are applied to configure feedback loops, accelerate global optimizations, and directly synthesize optimal controllers. Authors also demonstrate the effectiveness of these algorithms using either simulation or tests at the SwissFEL. With this book, the readers gain systematic knowledge of intelligent beam controls and learn the layered architecture guiding the design of practical beam control systems.

System Identification 2003

Author : Paul Van Den Hof
Publisher : Elsevier
ISBN 13 : 0080913156
Total Pages : 2092 pages
Book Rating : 4.0/5 (89 download)

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Book Synopsis System Identification 2003 by : Paul Van Den Hof

Download or read book System Identification 2003 written by Paul Van Den Hof and published by Elsevier. This book was released on 2004-06-29 with total page 2092 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.

Problems and Methods of Optimal Structural Design

Author : Nikolai Vladimirovich Banichuk
Publisher : Springer Science & Business Media
ISBN 13 : 1461336767
Total Pages : 326 pages
Book Rating : 4.4/5 (613 download)

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Book Synopsis Problems and Methods of Optimal Structural Design by : Nikolai Vladimirovich Banichuk

Download or read book Problems and Methods of Optimal Structural Design written by Nikolai Vladimirovich Banichuk and published by Springer Science & Business Media. This book was released on 2013-03-13 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt: The author offers a systematic and careful development of many aspects of structural optimization, particularly for beams and plates. Some of the results are new and some have appeared only in specialized Soviet journals, or as pro ceedings of conferences, and are not easily accessible to Western engineers and mathematicians. Some aspects of the theory presented here, such as optimiza tion of anisotropic properties of elastic structural elements, have not been con sidered to any extent by Western research engineers. The author's treatment is "classical", i.e., employing classical analysis. Classical calculus of variations, the complex variables approach, and the Kolosov Muskhelishvili theory are the basic techniques used. He derives many results that are of interest to practical structural engineers, such as optimum designs of structural elements submerged in a flowing fluid (which is of obvious interest in aircraft design, in ship building, in designing turbines, etc.). Optimization with incomplete information concerning the loads (which is the case in a great majority of practical design considerations) is treated thoroughly. For example, one can only estimate the weight of the traffic on a bridge, the wind load, the additional loads if a river floods, or possible earthquake loads.

16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering

Author : Wolfgang Marquardt
Publisher : Elsevier
ISBN 13 : 0080525806
Total Pages : 1127 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis 16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering by : Wolfgang Marquardt

Download or read book 16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering written by Wolfgang Marquardt and published by Elsevier. This book was released on 2006-08-02 with total page 1127 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings book contains the papers presented at the joint conference event of the 9th Symposium on Process Systems Engineering (PSE'2006) and the 16th European Symposium on Computer Aided Process Engineering (ESCAPE-16), held in Garmisch-Partenkirchen, Germany, from July 9 – July 13, 2006. The symposium follows the first joint event PSE'97 / ESCAPE-7 in Trondheim, Norway (1997). The last two venues of the ESCAPE symposia were Barcelona, Spain (2005) and Lisbon, Portugal (2004) and the most recent PSE symposia were held in Kunming, China (2003) and Keystone, Colorado, USA (2000). The purpose of both series is to bring together the international community of researchers engineers who are interested in computing-based methods in process engineering. The main objective of the symposium is to review and present the latest developments and current state in Process Systems Engineering and Computer Aided Process Engineering. The focus of PSE'2006 / ESCAPE-16 has been on Modelling and Numerical Methods, Product and Process Design, Operations and Control, Biological Systems, Infrastructure Systems, and Business decision support.* reviews and presents the latest developments and current state of Process Systems Engineering and Computer Aided Process Engineering * contains papers presented at a joint conference event * bringing together an international community of researchers and engineers interested in computing-based methods in Process Engineering