Industrial Process Identification And Control Design

Author : Tao Liu,Furong Gao
Publisher : Springer Science & Business Media
Page : 474 pages
File Size : 47,9 Mb
Release : 2011-11-16
Category : Technology & Engineering
ISBN : 0857299778

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Industrial Process Identification and Control Design by Tao Liu,Furong Gao Pdf

Industrial Process Identification and Control Design is devoted to advanced identification and control methods for the operation of continuous-time processes both with and without time delay, in industrial and chemical engineering practice. The simple and practical step- or relay-feedback test is employed when applying the proposed identification techniques, which are classified in terms of common industrial process type: open-loop stable; integrating; and unstable, respectively. Correspondingly, control system design and tuning models that follow are presented for single-input-single-output processes. Furthermore, new two-degree-of-freedom control strategies and cascade control system design methods are explored with reference to independently-improving, set-point tracking and load disturbance rejection. Decoupling, multi-loop, and decentralized control techniques for the operation of multiple-input-multiple-output processes are also detailed. Perfect tracking of a desire output trajectory is realized using iterative learning control in uncertain industrial batch processes. All the proposed methods are presented in an easy-to-follow style, illustrated by examples and practical applications. This book will be valuable for researchers in system identification and control theory, and will also be of interest to graduate control students from process, chemical, and electrical engineering backgrounds and to practising control engineers in the process industry.

Author : Ai Hui Tan,Keith Richard Godfrey
Publisher : Springer
Page : 217 pages
File Size : 42,8 Mb
Release : 2019-01-01
Category : Technology & Engineering
ISBN : 9783030036614

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Industrial Process Identification by Ai Hui Tan,Keith Richard Godfrey Pdf

Industrial Process Identification brings together the latest advances in perturbation signal design. It describes the approaches to the design process that are relevant to industries. The authors’ discussion of several software packages (Frequency Domain System Identification Toolbox, prs, GALOIS, multilev_new, and Input-Signal-Creator) will allow readers to understand the different designs in industries and begin designing common classes of signals. The authors include two case studies that provide a balance between the theory and practice of these designs: the identification of a direction-dependent electronic nose system; and the identification of a multivariable cooling system with time-varying delay. Major aspects of signal design such as the formulation of suitable specifications in the face of practical constraints, the classes of designs available, the various objectives necessitating separate treatments when dealing with nonlinear systems, and extension to multi-input scenarios, are discussed. Codes, including some that will produce simulated data, are included to help readers replicate the results described. Industrial Process Identification is a powerful source of information for control engineers working in the process and communications industries seeking guidance on choosing identification software tools for use in practical experiments and case studies. The book will also be of interest to academic researchers and students working in electrical, mechanical and communications engineering and the application of perturbation signal design. Advances in Industrial Control reports and encourages the transfer of technology in control engineering. The rapid development of control technology has an impact on all areas of the control discipline. The series offers an opportunity for researchers to present an extended exposition of new work in all aspects of industrial control.

Author : Andrew P. Featherstone,Jeremy G. VanAntwerp,Richard D. Braatz
Publisher : Springer Science & Business Media
Page : 177 pages
File Size : 52,8 Mb
Release : 2012-12-06
Category : Science
ISBN : 9781447104131

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Identification and Control of Sheet and Film Processes by Andrew P. Featherstone,Jeremy G. VanAntwerp,Richard D. Braatz Pdf

Sheet and film processes include coating, papermaking, metal rolling, and polymer film extrusion. Products produced by these processes include paper, bumper stickers, plastic bags, windshield safety glass, and sheet metal. The total capitalization of industries that rely on these processes is well over $ 500 billion worldwide. These processes are notorious for being difficult to control. The goal of this book is to present the theoretical background and practical techniques for the identification and control of sheet and film processes. It is explained why many existing industrial control systems perform poorly for sheet and film processes. Identification and control algorithms are described and illustrated which provide consistent and reliable product quality. These algorithms include an experimental design technique that ensures that informative data are collected during input-output experimentation, model identification techniques that produce a process model and an estimate of its accuracy, and control techniques that take into account actuator constraints as well as robustness to model uncertainties. The algorithms covered in this book are truly the state of the art. Variations on some of the algorithms have been implemented on industrial sheet and film processes. Other algorithms are in various stages of implementation. All of the algorithms have been applied to realistic simulation models constructed from industrial plant data; many of these studies are included in this book.

Author : Su Whan Sung,Jietae Lee,In-Beum Lee
Publisher : John Wiley & Sons
Page : 352 pages
File Size : 53,7 Mb
Release : 2009-07-23
Category : Science
ISBN : 0470824115

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Process Identification and PID Control by Su Whan Sung,Jietae Lee,In-Beum Lee Pdf

Process Identification and PID Control enables students and researchers to understand the basic concepts of feedback control, process identification, autotuning as well as design and implement feedback controllers, especially, PID controllers. The first The first two parts introduce the basics of process control and dynamics, analysis tools (Bode plot, Nyquist plot) to characterize the dynamics of the process, PID controllers and tuning, advanced control strategies which have been widely used in industry. Also, simple simulation techniques required for practical controller designs and research on process identification and autotuning are also included. Part 3 provides useful process identification methods in real industry. It includes several important identification algorithms to obtain frequency models or continuous-time/discrete-time transfer function models from the measured process input and output data sets. Part 4 introduces various relay feedback methods to activate the process effectively for process identification and controller autotuning. Combines the basics with recent research, helping novice to understand advanced topics Brings several industrially important topics together: Dynamics Process identification Controller tuning methods Written by a team of recognized experts in the area Includes all source codes and real-time simulated processes for self-practice Contains problems at the end of every chapter PowerPoint files with lecture notes available for instructor use

Author : Dumitru Popescu (Writer on computer science and engineering),Amira Gharbi,Dan Stefanoiu,Pierre Borne
Publisher : Unknown
Page : 128 pages
File Size : 43,6 Mb
Release : 2017
Category : TECHNOLOGY & ENGINEERING
ISBN : 111940746X

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Process Control Design for Industrial Applications by Dumitru Popescu (Writer on computer science and engineering),Amira Gharbi,Dan Stefanoiu,Pierre Borne Pdf

This book presents the most important methods used for the design of digital controls implemented in industrial applications. The best modelling and identification techniques for dynamical systems are presented as well as the algorithms for the implementation of the modern solutions of process control. The proposed described methods are illustrated by various case studies for the main industrial sectors There exist a number of books related each one to a single type of control, yet usually without comparisons for various industrial sectors. Some other books present modelling and identification methods or signal processing. This book presents the methods to solve all the problems linked to the design of a process control without the need to find additional information.

Author : Liuping Wang
Publisher : CRC Press
Page : 250 pages
File Size : 53,8 Mb
Release : 2000-08-31
Category : Computers
ISBN : 0748407014

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From Plant Data to Process Control by Liuping Wang Pdf

Process engineering spans industrial applications in the manufacturing sector from petrochemical to polymer to mineral production. From Plant Data to Process Control covers the most up-to-date techniques and algorithms in the area of process identification (PID) and process control, two key components of process engineering, essential for optimizing production systems. It examines both the theoretical advances in process design and control theory, and a wide variety of implementations. A wide variety of approaches are presented for building models of dynamical systems based on observed data (process identification) and for making the output of a system behave in a desired fashion by properly selecting the process input (process control).

Author : Liuping Wang
Publisher : Taylor & Francis
Page : 239 pages
File Size : 43,7 Mb
Release : 2004-02-03
Category : Computers
ISBN : 9781135793050

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From Plant Data to Process Control by Liuping Wang Pdf

Process engineering spans industrial applications in the manufacturing sector from petrochemical to polymer to mineral production. From Plant Data to Process Control covers the most up-to-date techniques and algorithms in the area of process identification (PID) and process control, two key components of process engineering, essential for optimizing production systems. It examines both the theoretical advances in process design and control theory, and a wide variety of implementations. A wide variety of approaches are presented for building models of dynamical systems based on observed data (process identification) and for making the output of a system behave in a desired fashion by properly selecting the process input (process control).

Author : Enso Ikonen,Kaddour Najim
Publisher : CRC Press
Page : 336 pages
File Size : 50,6 Mb
Release : 2001-10-02
Category : Science
ISBN : 082470648X

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Advanced Process Identification and Control by Enso Ikonen,Kaddour Najim Pdf

A presentation of techniques in advanced process modelling, identification, prediction, and parameter estimation for the implementation and analysis of industrial systems. The authors cover applications for the identification of linear and non-linear systems, the design of generalized predictive controllers (GPCs), and the control of multivariable systems.

Author : Y. Zhu
Publisher : Elsevier
Page : 372 pages
File Size : 46,5 Mb
Release : 2001-10-08
Category : Technology & Engineering
ISBN : 9780080537115

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Multivariable System Identification For Process Control by Y. Zhu Pdf

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.

Author : V. Dhanya Ram,M. Chidambaram
Publisher : Cambridge University Press
Page : 417 pages
File Size : 46,7 Mb
Release : 2022-10-31
Category : Technology & Engineering
ISBN : 9781316517215

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Identification and Classical Control of Linear Multivariable Systems by V. Dhanya Ram,M. Chidambaram Pdf

This book trains engineering students to identify multivariable transfer function models and design classical controllers for such systems.

Author : Enso Ikonen,Kaddour Najim
Publisher : CRC Press
Page : 328 pages
File Size : 52,6 Mb
Release : 2001-10-02
Category : Science
ISBN : 9781482294699

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Advanced Process Identification and Control by Enso Ikonen,Kaddour Najim Pdf

A presentation of techniques in advanced process modelling, identification, prediction, and parameter estimation for the implementation and analysis of industrial systems. The authors cover applications for the identification of linear and non-linear systems, the design of generalized predictive controllers (GPCs), and the control of multivariable

Author : Yucai Zhu,Ton Backx
Publisher : Springer Science & Business Media
Page : 200 pages
File Size : 43,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781447120582

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Identification of Multivariable Industrial Processes by Yucai Zhu,Ton Backx Pdf

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.

Author : Yucai Zhu
Publisher : Elsevier Science Limited
Page : 349 pages
File Size : 45,6 Mb
Release : 2001
Category : Computers
ISBN : 0080439853

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Multivariable System Identification for Process Control by Yucai Zhu Pdf

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. MatlabT M-files, designed to help the reader to learn identification in a computing environment, are included.

Author : Rames C. Panda,T. Thyagarajan
Publisher : Unknown
Page : 128 pages
File Size : 44,9 Mb
Release : 2017
Category : Chemical process control
ISBN : 1783323043

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An Introduction to Process Modelling Identification and Control for Engineers by Rames C. Panda,T. Thyagarajan Pdf

Author : Jean-Pierre Corriou
Publisher : Springer Science & Business Media
Page : 763 pages
File Size : 52,7 Mb
Release : 2013-03-09
Category : Science
ISBN : 9781447138488

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Process Control by Jean-Pierre Corriou Pdf

This reference book can be read at different levels, making it a powerful source of information. It presents most of the aspects of control that can help anyone to have a synthetic view of control theory and possible applications, especially concerning process engineering.