Interactive System Identification Prospects And Pitfalls

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Interactive System Identification: Prospects and Pitfalls

Author : Torsten Bohlin
Publisher : Springer Science & Business Media
ISBN 13 : 3642486185
Total Pages : 377 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Interactive System Identification: Prospects and Pitfalls by : Torsten Bohlin

Download or read book Interactive System Identification: Prospects and Pitfalls written by Torsten Bohlin and published by Springer Science & Business Media. This book was released on 2013-03-13 with total page 377 pages. Available in PDF, EPUB and Kindle. Book excerpt: The craft of designing mathematical models of dynamic objects offers a large number of methods to solve subproblems in the design, typically parameter estimation, order determination, validation, model reduc tion, analysis of identifiability, sensi tivi ty and accuracy. There is also a substantial amount of process identification software available. A typi cal 'identification package' consists of program modules that implement selections of solution methods, coordinated by supervising programs, communication, and presentation handling file administration, operator of results. It is to be run 'interactively', typically on a designer's 'work station' . However, it is generally not obvious how to do that. Using interactive identification packages necessarily leaves to the user to decide on quite a number of specifications, including which model structure to use, which subproblems to be solved in each particular case, and in what or der. The designer is faced with the task of setting up cases on the work station, based on apriori knowledge about the actual physical object, the experiment conditions, and the purpose of the identification. In doing so, he/she will have to cope with two basic difficulties: 1) The com puter will be unable to solve most of the tentative identification cases, so the latter will first have to be form11lated in a way the computer can handle, and, worse, 2) even in cases where the computer can actually produce a model, the latter will not necessarily be valid for the intended purpose.

Interactive System Identification: Prospects and Pitfalls

Author : Torsten Bohlin
Publisher : Springer
ISBN 13 : 9783642486203
Total Pages : 365 pages
Book Rating : 4.4/5 (862 download)

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Book Synopsis Interactive System Identification: Prospects and Pitfalls by : Torsten Bohlin

Download or read book Interactive System Identification: Prospects and Pitfalls written by Torsten Bohlin and published by Springer. This book was released on 2012-06-05 with total page 365 pages. Available in PDF, EPUB and Kindle. Book excerpt: The craft of designing mathematical models of dynamic objects offers a large number of methods to solve subproblems in the design, typically parameter estimation, order determination, validation, model reduc tion, analysis of identifiability, sensi tivi ty and accuracy. There is also a substantial amount of process identification software available. A typi cal 'identification package' consists of program modules that implement selections of solution methods, coordinated by supervising programs, communication, and presentation handling file administration, operator of results. It is to be run 'interactively', typically on a designer's 'work station' . However, it is generally not obvious how to do that. Using interactive identification packages necessarily leaves to the user to decide on quite a number of specifications, including which model structure to use, which subproblems to be solved in each particular case, and in what or der. The designer is faced with the task of setting up cases on the work station, based on apriori knowledge about the actual physical object, the experiment conditions, and the purpose of the identification. In doing so, he/she will have to cope with two basic difficulties: 1) The com puter will be unable to solve most of the tentative identification cases, so the latter will first have to be form11lated in a way the computer can handle, and, worse, 2) even in cases where the computer can actually produce a model, the latter will not necessarily be valid for the intended purpose.

Practical Grey-box Process Identification

Author : Torsten P. Bohlin
Publisher : Springer Science & Business Media
ISBN 13 : 1846284031
Total Pages : 363 pages
Book Rating : 4.8/5 (462 download)

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Book Synopsis Practical Grey-box Process Identification by : Torsten P. Bohlin

Download or read book Practical Grey-box Process Identification written by Torsten P. Bohlin and published by Springer Science & Business Media. This book was released on 2006-09-07 with total page 363 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book reviews the theoretical fundamentals of grey-box identification and puts the spotlight on MoCaVa, a MATLAB-compatible software tool, for facilitating the procedure of effective grey-box identification. It demonstrates the application of MoCaVa using two case studies drawn from the paper and steel industries. In addition, the book answers common questions which will help in building accurate models for systems with unknown inputs.

Adaptive Systems in Control and Signal Processing 1992

Author : L. Dugard
Publisher : Elsevier
ISBN 13 : 1483298809
Total Pages : 557 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Adaptive Systems in Control and Signal Processing 1992 by : L. Dugard

Download or read book Adaptive Systems in Control and Signal Processing 1992 written by L. Dugard and published by Elsevier. This book was released on 2014-06-28 with total page 557 pages. Available in PDF, EPUB and Kindle. Book excerpt: Adaptive Systems remain a very interesting field of theoretical research, extended by methodological studies and an increasing number of applications. The plenary papers, invited sessions and contributed sessions focused on many aspects of adaptive systems, such as systems identification and modelling, adaptive control of nonlinear systems and theoretical issues in adaptive control. Also covered were methodological aspects and applications of adaptive control, intelligent tuning and adaptive signal processing.

Fuzzy Model Identification

Author : Hans Hellendoorn
Publisher : Springer Science & Business Media
ISBN 13 : 3642607675
Total Pages : 334 pages
Book Rating : 4.6/5 (426 download)

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Book Synopsis Fuzzy Model Identification by : Hans Hellendoorn

Download or read book Fuzzy Model Identification written by Hans Hellendoorn and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 334 pages. Available in PDF, EPUB and Kindle. Book excerpt: During the past few years two principally different approaches to the design of fuzzy controllers have emerged: heuristics-based design and model-based design. The main motivation for the heuristics-based design is given by the fact that many industrial processes are still controlled in one of the following two ways: - The process is controlled manually by an experienced operator. - The process is controlled by an automatic control system which needs manual, on-line 'trimming' of its parameters by an experienced operator. In both cases it is enough to translate in terms of a set of fuzzy if-then rules the operator's manual control algorithm or manual on-line 'trimming' strategy in order to obtain an equally good, or even better, wholly automatic fuzzy control system. This implies that the design of a fuzzy controller can only be done after a manual control algorithm or trimming strategy exists. It is admitted in the literature on fuzzy control that the heuristics-based approach to the design of fuzzy controllers is very difficult to apply to multiple-inputjmultiple-output control problems which represent the largest part of challenging industrial process control applications. Furthermore, the heuristics-based design lacks systematic and formally verifiable tuning tech niques. Also, studies of the stability, performance, and robustness of a closed loop system incorporating a heuristics-based fuzzy controller can only be done via extensive simulations.

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.

PEM Fuel Cell Diagnostic Tools

Author : Haijiang Wang
Publisher : CRC Press
ISBN 13 : 1439839190
Total Pages : 580 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis PEM Fuel Cell Diagnostic Tools by : Haijiang Wang

Download or read book PEM Fuel Cell Diagnostic Tools written by Haijiang Wang and published by CRC Press. This book was released on 2011-08-25 with total page 580 pages. Available in PDF, EPUB and Kindle. Book excerpt: PEM Fuel Cell Diagnostic Tools presents various tools for diagnosing PEM fuel cells and stacks, including in situ and ex situ diagnostic tools, electrochemical techniques, and physical/chemical methods. The text outlines the principles, experimental implementation, data processing, and application of each technique, along with its capabilities and weaknesses. The book covers many diagnostics employed in the characterization and determination of fuel cell performance. It discusses commonly used conventional tools, such as cyclic voltammetry, electrochemical impedance spectroscopy, scanning electron microscopy, and transmission electron microscopy. It also examines special tools developed specifically for PEM fuel cells, including transparent cells, cathode discharge, and current mapping, as well as recent advanced tools for diagnosis, such as magnetic resonance imaging and atomic force microscopy. For clarity, the book splits these diagnostic methodologies into two parts—in situ and ex situ. To better understand the tools, PEM fuel cell testing is also discussed. Each self-contained chapter provides cross-references to other chapters. Written by international scientists active in PEM fuel cell research, this volume incorporates state-of-the-art technical advances in PEM fuel cell diagnosis. The diagnostic tools presented help readers to understand the physical and chemical phenomena involved in PEM fuel cells.

PEM Fuel Cell Durability Handbook, Two-Volume Set

Author : Haijiang Wang
Publisher : CRC Press
ISBN 13 : 1439863164
Total Pages : 952 pages
Book Rating : 4.4/5 (398 download)

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Book Synopsis PEM Fuel Cell Durability Handbook, Two-Volume Set by : Haijiang Wang

Download or read book PEM Fuel Cell Durability Handbook, Two-Volume Set written by Haijiang Wang and published by CRC Press. This book was released on 2019-08-21 with total page 952 pages. Available in PDF, EPUB and Kindle. Book excerpt: While PEM fuel cells are highly efficient, environmentally friendly sources of power, their durability hinders the commercialization of this technology. With contributions from international scientists active in PEM fuel cell research, PEM Fuel Cell Durability Handbook, Two-Volume Set provides a comprehensive source of state-of-the-art research in

Process Modelling and Model Analysis

Author : Ian T. Cameron
Publisher : Elsevier
ISBN 13 : 0080514928
Total Pages : 561 pages
Book Rating : 4.0/5 (85 download)

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Book Synopsis Process Modelling and Model Analysis by : Ian T. Cameron

Download or read book Process Modelling and Model Analysis written by Ian T. Cameron and published by Elsevier. This book was released on 2001-05-23 with total page 561 pages. Available in PDF, EPUB and Kindle. Book excerpt: Process Modelling and Model Analysis describes the use of models in process engineering. Process engineering is all about manufacturing--of just about anything! To manage processing and manufacturing systematically, the engineer has to bring together many different techniques and analyses of the interaction between various aspects of the process. For example, process engineers would apply models to perform feasibility analyses of novel process designs, assess environmental impact, and detect potential hazards or accidents. To manage complex systems and enable process design, the behavior of systems is reduced to simple mathematical forms. This book provides a systematic approach to the mathematical development of process models and explains how to analyze those models. Additionally, there is a comprehensive bibliography for further reading, a question and answer section, and an accompanying Web site developed by the authors with additional data and exercises. Introduces a structured modeling methodology emphasizing the importance of the modeling goal and including key steps such as model verification, calibration, and validation Focuses on novel and advanced modeling techniques such as discrete, hybrid, hierarchical, and empirical modeling Illustrates the notions, tools, and techniques of process modeling with examples and advances applications

Multidisciplinary Design Optimization

Author : Natalia M. Alexandrov
Publisher : SIAM
ISBN 13 : 9780898713596
Total Pages : 476 pages
Book Rating : 4.7/5 (135 download)

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Book Synopsis Multidisciplinary Design Optimization by : Natalia M. Alexandrov

Download or read book Multidisciplinary Design Optimization written by Natalia M. Alexandrov and published by SIAM. This book was released on 1997-01-01 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Multidisciplinary design optimization (MDO) has recently emerged as a field of research and practice that brings together many previously disjointed disciplines and tools of engineering and mathematics. MDO can be described as a technology, environment, or methodology for the design of complex, coupled engineering systems, such as aircraft, automobiles, and other mechanisms, the behavior of which is determined by interacting subsystems.

Control of Complex Systems

Author : Karl J. Aström
Publisher : Springer Science & Business Media
ISBN 13 : 1447103491
Total Pages : 485 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Control of Complex Systems by : Karl J. Aström

Download or read book Control of Complex Systems written by Karl J. Aström and published by Springer Science & Business Media. This book was released on 2011-06-28 with total page 485 pages. Available in PDF, EPUB and Kindle. Book excerpt: The world of artificial systems is reaching complexity levels that es cape human understanding. Surface traffic, electricity distribution, air planes, mobile communications, etc. , are examples that demonstrate that we are running into problems that are beyond classical scientific or engi neering knowledge. There is an ongoing world-wide effort to understand these systems and develop models that can capture its behavior. The reason for this work is clear, if our lack of understanding deepens, we will lose our capability to control these systems and make they behave as we want. Researchers from many different fields are trying to understand and develop theories for complex man-made systems. This book presents re search from the perspective of control and systems theory. The book has grown out of activities in the research program Control of Complex Systems (COSY). The program has been sponsored by the Eu ropean Science Foundation (ESF) which for 25 years has been one of the leading players in stimulating scientific research. ESF is a European asso ciation of more than 60 leading national science agencies spanning more than 20 countries. ESF covers has standing committees in Medical Sci ences, Life and Environmental Sciences, Physical and Engineering Sci ences, Humanities and Social Sciences. The COSY program was ESF's first activity in the Engineering Sciences. The program run for a period of five years starting January 1995.

Thermal Power Plant Simulation and Control

Author : Damian Flynn
Publisher : IET
ISBN 13 : 0852964196
Total Pages : 447 pages
Book Rating : 4.8/5 (529 download)

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Book Synopsis Thermal Power Plant Simulation and Control by : Damian Flynn

Download or read book Thermal Power Plant Simulation and Control written by Damian Flynn and published by IET. This book was released on 2003-08-18 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: An exploration of how advances in computing technology and research can be combined to extend the capabilities and economics of modern power plants. The contributors, from academia as well as practising engineers, illustrate how the various methodologies can be applied to power plant operation.

Decision Making and Imperfection

Author : Tatiana V Guy
Publisher : Springer
ISBN 13 : 3642364063
Total Pages : 197 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Decision Making and Imperfection by : Tatiana V Guy

Download or read book Decision Making and Imperfection written by Tatiana V Guy and published by Springer. This book was released on 2013-02-01 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: Decision making (DM) is ubiquitous in both natural and artificial systems. The decisions made often differ from those recommended by the axiomatically well-grounded normative Bayesian decision theory, in a large part due to limited cognitive and computational resources of decision makers (either artificial units or humans). This state of a airs is often described by saying that decision makers are imperfect and exhibit bounded rationality. The neglected influence of emotional state and personality traits is an additional reason why normative theory fails to model human DM process. The book is a joint effort of the top researchers from different disciplines to identify sources of imperfection and ways how to decrease discrepancies between the prescriptive theory and real-life DM. The contributions consider: · how a crowd of imperfect decision makers outperforms experts' decisions; · how to decrease decision makers' imperfection by reducing knowledge available; · how to decrease imperfection via automated elicitation of DM preferences; · a human's limited willingness to master the available decision-support tools as an additional source of imperfection; · how the decision maker's emotional state influences the rationality; a DM support of edutainment robot based on its system of values and respecting emotions. The book will appeal to anyone interested in the challenging topic of DM theory and its applications.

Supervision and Control for Industrial Processes

Author : Bjorn Sohlberg
Publisher : Springer Science & Business Media
ISBN 13 : 1447115589
Total Pages : 247 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Supervision and Control for Industrial Processes by : Bjorn Sohlberg

Download or read book Supervision and Control for Industrial Processes written by Bjorn Sohlberg and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 247 pages. Available in PDF, EPUB and Kindle. Book excerpt: The series Advances in Industrial Control aims to report and encourage technology transfer in control engineering. The rapid development of control technology impacts all areas of the control discipline. New theory, new controllers, actuators, sensors, new industrial processes, computer methods, new applications, new philosophies ... , new challenges. Much of this development work resides in industrial reports, feasibility study papers and the reports of advanced collaborative projects. The series offers an opportunity for researchers to present an extended exposition of such new work in all aspects of industrial control for wider and rapid dissemination. The steel industry world-wide is highly competitive and there is significant research in progress to ensure competitive success prevails in the various companies. From an engineering viewpoint, this means the use of increasingly sophisticated techniques and state-of-the-art theory to optimise process throughput and deliver ever more exacting dimensional and material property specifications. Dr. Bjöm Sohlberg's monograph demonstrates this interplay between fundamental control engineering science and the demands of a particular applications project in the steel strip production business. It is an excellent piece of work which clearly shows how these industrial engineering challenges can be formulated and solved.

Introduction to Multi-disciplinary Model-building

Author : H. G. Natke
Publisher : WIT Press (UK)
ISBN 13 :
Total Pages : 404 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Introduction to Multi-disciplinary Model-building by : H. G. Natke

Download or read book Introduction to Multi-disciplinary Model-building written by H. G. Natke and published by WIT Press (UK). This book was released on 2003 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Model-building has not, in general, been taught in universities and it is therefore often hard for inexperienced graduates to build a reliable model for a newly specified system. In addition, engineers from different disciplines are often isolated and may not know that colleagues from other specialties have to solve related problems with the same or similar tools, and that they may have different experiences or even more successful algorithms.

Applied Mechanics Reviews

Author :
Publisher :
ISBN 13 :
Total Pages : 348 pages
Book Rating : 4.3/5 (243 download)

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Book Synopsis Applied Mechanics Reviews by :

Download or read book Applied Mechanics Reviews written by and published by . This book was released on 1992 with total page 348 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Advanced PID Control

Author : Karl Johan Åström
Publisher : ISA
ISBN 13 :
Total Pages : 476 pages
Book Rating : 4.F/5 ( download)

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Book Synopsis Advanced PID Control by : Karl Johan Åström

Download or read book Advanced PID Control written by Karl Johan Åström and published by ISA. This book was released on 2006 with total page 476 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation The authors of the best-selling bookPID Controllers: Theory, Design, and Tuningonce again combine their extensive knowledge in the PID arena to bring you an in-depth look at the world of PID control. A new book,Advanced PID Controlbuilds on the basics learned in PID Controllers but augments it through use of advanced control techniques. Design of PID controllers are brought into the mainstream of control system design by focusing on requirements that capture effects of load disturbances, measurement noise, robustness to process variations and maintaining set points. In this way it is possible to make a smooth transition from PID control to more advanced model based controllers. It is also possible to get insight into fundamental limitations and to determine the information needed to design good controllers. The book provides a solid foundation for understanding, operating and implementing the more advanced features of PID controllers, including auto-tuning, gain scheduling and adaptation. Particular attention is given to specific challenges such as reset windup, long process dead times, and oscillatory systems. As in their other book, modeling methods, implementation details, and problem-solving techniques are also presented.