Modeling Of Dynamic Systems

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Modeling of Dynamic Systems

Lennart Ljung,Torkel Glad
Modeling of Dynamic Systems Book PDF

Author : Lennart Ljung,Torkel Glad
Publisher : Prentice Hall
Page : 0 pages
File Size : 54,7 Mb
Release : 1994
Category : Computer simulation
ISBN : 0135970970

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Modeling of Dynamic Systems by Lennart Ljung,Torkel Glad Pdf

Written by a recognized authority in the field of identification and control, this book draws together into a single volume the important aspects of system identification AND physical modelling. KEY TOPICS: Explores techniques used to construct mathematical models of systems based on knowledge from physics, chemistry, biology, etc. (e.g., techniques with so called bond-graphs, as well those which use computer algebra for the modeling work). Explains system identification techniques used to infer knowledge about the behavior of dynamic systems based on observations of the various input and output signals that are available for measurement. Shows how both types of techniques need to be applied in any given practical modeling situation. Considers applications, primarily simulation. MARKET: For practicing engineers who are faced with problems of modeling.

Modeling and Simulation of Dynamic Systems

Robert L. Woods,Kent L. Lawrence
Modeling and Simulation of Dynamic Systems Book PDF

Author : Robert L. Woods,Kent L. Lawrence
Publisher : Pearson
Page : 552 pages
File Size : 54,8 Mb
Release : 1997
Category : Mathematics
ISBN : UOM:39015045643064

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Modeling and Simulation of Dynamic Systems by Robert L. Woods,Kent L. Lawrence Pdf

Introduction to modeling and simulation - Models for dynamic systems and systems similarity - Modeling of engineering systems - Mechanical systems - Electrical systems - Fluid systems - Thermal systems - Mixed discipline systems - System dynamic response analysis - Frequency response - Time response and digital simulation - Engineering applications - System design and selection of components.

Modeling and Analysis of Dynamic Systems

Charles M. Close,Dean K. Frederick,Jonathan C. Newell
Modeling and Analysis of Dynamic Systems Book PDF

Author : Charles M. Close,Dean K. Frederick,Jonathan C. Newell
Publisher : John Wiley & Sons
Page : 592 pages
File Size : 48,7 Mb
Release : 2001-08-20
Category : Technology & Engineering
ISBN : 9780471394426

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Modeling and Analysis of Dynamic Systems by Charles M. Close,Dean K. Frederick,Jonathan C. Newell Pdf

The third edition of Modeling and Anaysis of Dynamic Systems continues to present students with the methodology applicable to the modeling and analysis of a variety of dynamic systems, regardless of their physical origin. It includes detailed modeling of mechanical, electrical, electro-mechanical, thermal, and fluid systems. Models are developed in the form of state-variable equations, input-output differential equations, transfer functions, and block diagrams. The Laplace transform is used for analytical solutions. Computer solutions are based on MATLAB and Simulink. Examples include both linear and nonlinear systems. An introduction is given to the modeling and design tools for feedback control systems. The text offers considerable flexibility in the selection of material for a specific course. Students majoring in many different engineering disciplines have used the text. Such courses are frequently followed by control-system design courses in the various disciplines.

Dynamic Modeling

Bruce Hannon,Matthias Ruth
Dynamic Modeling Book PDF

Author : Bruce Hannon,Matthias Ruth
Publisher : Springer Science & Business Media
Page : 247 pages
File Size : 46,8 Mb
Release : 2013-11-11
Category : Computers
ISBN : 9781468402247

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Dynamic Modeling by Bruce Hannon,Matthias Ruth Pdf

Dynamic Modeling introduces an approach to modeling that makes it a more practical, intuitive endeavour. The book enables readers to convert their understanding of a phenomenon to a computer model, and then to run the model and let it yield the inevitable dynamic consequences built into the structure of the model. Part I provides an introduction to modeling dynamic systems, while Part II offers general methods for modeling. Parts III through to VIII then apply these methods to model real-world phenomena from chemistry, genetics, ecology, economics, and engineering. To develop and execute dynamic simulation models, Dynamic Modeling comes with STELLA II run- time software for Windows-based computers, as well as computer files of sample models used in the book. A clear, approachable introduction to the modeling process, of interest in any field where real problems can be illuminated by computer simulation.

Modeling, Identification and Simulation of Dynamical Systems

P. P. J. van den Bosch,A. C. van der Klauw
Modeling Identification and Simulation of Dynamical Systems Book PDF

Author : P. P. J. van den Bosch,A. C. van der Klauw
Publisher : CRC Press
Page : 212 pages
File Size : 55,8 Mb
Release : 2020-12-17
Category : Mathematics
ISBN : 9780429605925

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Modeling, Identification and Simulation of Dynamical Systems by P. P. J. van den Bosch,A. C. van der Klauw Pdf

This book gives an in-depth introduction to the areas of modeling, identification, simulation, and optimization. These scientific topics play an increasingly dominant part in many engineering areas such as electrotechnology, mechanical engineering, aerospace, and physics. This book represents a unique and concise treatment of the mutual interactions among these topics. Techniques for solving general nonlinear optimization problems as they arise in identification and many synthesis and design methods are detailed. The main points in deriving mathematical models via prior knowledge concerning the physics describing a system are emphasized. Several chapters discuss the identification of black-box models. Simulation is introduced as a numerical tool for calculating time responses of almost any mathematical model. The last chapter covers optimization, a generally applicable tool for formulating and solving many engineering problems.

State Models of Dynamic Systems

N.H. McClamroch
State Models of Dynamic Systems Book PDF

Author : N.H. McClamroch
Publisher : Springer Science & Business Media
Page : 257 pages
File Size : 47,6 Mb
Release : 2012-12-06
Category : Technology & Engineering
ISBN : 9781461260875

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State Models of Dynamic Systems by N.H. McClamroch Pdf

The purpose of this book is to expose undergraduate students to the use of applied mathematics and physical argument as a basis for developing an understanding of the response characteristics, from a systems viewpoint, of a broad class of dynamic physical processes. This book was developed for use in the course ECE 355, Dynamic Systems and Modeling, in the Department of Electrical and Computer Engineering at the University of Michigan, Ann Arbor. The course ECE 355 has been elected primarily by junior and senior level students in computer engineering or in electrical engineering. Occasionally a student from outside these two programs elected the course. Thus the book is written with this class of students in mind. It is assumed that the reader has previous background in mathematics through calculus, differential equations, and Laplace transforms, in elementary physics, and in elemen tary mechanics and circuits. Although these prerequisites indicate the orientation of the material, the book should be accessible and of interest to students with a much wider spectrum of experience in applied mathemati cal topics. The subject matter of the book can be considered to form an introduc tion to the theory of mathematical systems presented from a modern, as opposed to a classical, point of view. A number of physical processes are examined where the underlying systems concepts can be clearly seen and grasped. The organization of the book around case study examples has evolved as a consequence of student suggestions.

Modelling and Control of Dynamic Systems Using Gaussian Process Models

Juš Kocijan
Modelling and Control of Dynamic Systems Using Gaussian Process Models Book PDF

Author : Juš Kocijan
Publisher : Springer
Page : 267 pages
File Size : 52,7 Mb
Release : 2015-11-21
Category : Technology & Engineering
ISBN : 9783319210216

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Modelling and Control of Dynamic Systems Using Gaussian Process Models by Juš Kocijan Pdf

This monograph opens up new horizons for engineers and researchers in academia and in industry dealing with or interested in new developments in the field of system identification and control. It emphasizes guidelines for working solutions and practical advice for their implementation rather than the theoretical background of Gaussian process (GP) models. The book demonstrates the potential of this recent development in probabilistic machine-learning methods and gives the reader an intuitive understanding of the topic. The current state of the art is treated along with possible future directions for research. Systems control design relies on mathematical models and these may be developed from measurement data. This process of system identification, when based on GP models, can play an integral part of control design in data-based control and its description as such is an essential aspect of the text. The background of GP regression is introduced first with system identification and incorporation of prior knowledge then leading into full-blown control. The book is illustrated by extensive use of examples, line drawings, and graphical presentation of computer-simulation results and plant measurements. The research results presented are applied in real-life case studies drawn from successful applications including: a gas–liquid separator control; urban-traffic signal modelling and reconstruction; and prediction of atmospheric ozone concentration. A MATLAB® toolbox, for identification and simulation of dynamic GP models is provided for download.

Dynamic Systems

Bingen Yang,Inna Abramova
Dynamic Systems Book PDF

Author : Bingen Yang,Inna Abramova
Publisher : Cambridge University Press
Page : 802 pages
File Size : 49,6 Mb
Release : 2022-11-24
Category : Technology & Engineering
ISBN : 9781316846179

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Dynamic Systems by Bingen Yang,Inna Abramova Pdf

Presenting students with a comprehensive and efficient approach to the modelling, simulation, and analysis of dynamic systems, this textbook addresses mechanical, electrical, thermal and fluid systems, feedback control systems, and their combinations. It features a robust introduction to fundamental mathematical prerequisites, suitable for students from a range of backgrounds; clearly established three-key procedures – fundamental principles, basic elements, and ways of analysis – for students to build on in confidence as they explore new topics; over 300 end-of-chapter problems, with solutions available for instructors, to solidify a hands-on understanding; and clear and uncomplicated examples using MATLAB®/Simulink® and Mathematica®, to introduce students to computational approaches. With a capstone chapter focused on the application of these techniques to real-world engineering problems, this is an ideal resource for a single-semester course in dynamic systems for students in mechanical, aerospace and civil engineering.

Modeling Dynamic Climate Systems

Walter A. Robinson
Modeling Dynamic Climate Systems Book PDF

Author : Walter A. Robinson
Publisher : Springer Science & Business Media
Page : 230 pages
File Size : 55,8 Mb
Release : 2013-03-09
Category : Science
ISBN : 9781461301134

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Modeling Dynamic Climate Systems by Walter A. Robinson Pdf

In the process of building and using models to comprehend the dynamics of the atmosphere, ocean and climate, the reader will learn how the different components of climate systems function, interact with each other, and vary over time. Topics include the stability of climate, Earths energy balance, parcel dynamics in the atmosphere, the mechanisms of heat transport in the climate system, and mechanisms of climate variability. Special attention is given to the effects of climate change.

Dynamic Systems

Craig A. Kluever
Dynamic Systems Book PDF

Author : Craig A. Kluever
Publisher : Wiley Global Education
Page : 416 pages
File Size : 40,7 Mb
Release : 2019-12-24
Category : Technology & Engineering
ISBN : 9781119601982

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Dynamic Systems by Craig A. Kluever Pdf

The simulation of complex, integrated engineering systems is a core tool in industry which has been greatly enhanced by the MATLAB® and Simulink® software programs. The second edition of Dynamic Systems: Modeling, Simulation, and Control teaches engineering students how to leverage powerful simulation environments to analyze complex systems. Designed for introductory courses in dynamic systems and control, this textbook emphasizes practical applications through numerous case studies—derived from top-level engineering from the AMSE Journal of Dynamic Systems. Comprehensive yet concise chapters introduce fundamental concepts while demonstrating physical engineering applications. Aligning with current industry practice, the text covers essential topics such as analysis, design, and control of physical engineering systems, often composed of interacting mechanical, electrical, and fluid subsystem components. Major topics include mathematical modeling, system-response analysis, and feedback control systems. A wide variety of end-of-chapter problems—including conceptual problems, MATLAB® problems, and Engineering Application problems—help students understand and perform numerical simulations for integrated systems.

The Art of Modeling Dynamic Systems

Foster Morrison
The Art of Modeling Dynamic Systems Book PDF

Author : Foster Morrison
Publisher : Courier Corporation
Page : 418 pages
File Size : 42,7 Mb
Release : 2012-03-07
Category : Mathematics
ISBN : 9780486131719

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The Art of Modeling Dynamic Systems by Foster Morrison Pdf

This text illustrates the roles of statistical methods, coordinate transformations, and mathematical analysis in mapping complex, unpredictable dynamical systems. It describes the benefits and limitations of the available modeling tools, showing engineers and scientists how any system can be rendered simpler and more predictable. Written by a well-known authority in the field, this volume employs practical examples and analogies to make models more meaningful. The more universal methods appear in considerable detail, and advanced dynamic principles feature easy-to-understand examples. The text draws careful distinctions between mathematical abstractions and observable realities. Additional topics include the role of pure mathematics, the limitations of numerical methods, forecasting in the presence of chaos and randomness, and dynamics without calculus. Specialized techniques and case histories are coordinated with a carefully selected and annotated bibliography. The original edition was a Library of Science Main Selection in May, 1991. This new Dover edition features corrections by the author and a new Preface.

Fractional-order Modeling and Control of Dynamic Systems

Aleksei Tepljakov
Fractional order Modeling and Control of Dynamic Systems Book PDF

Author : Aleksei Tepljakov
Publisher : Springer
Page : 184 pages
File Size : 40,8 Mb
Release : 2017-02-08
Category : Technology & Engineering
ISBN : 9783319529509

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Fractional-order Modeling and Control of Dynamic Systems by Aleksei Tepljakov Pdf

This book reports on an outstanding research devoted to modeling and control of dynamic systems using fractional-order calculus. It describes the development of model-based control design methods for systems described by fractional dynamic models. More than 300 years had passed since Newton and Leibniz developed a set of mathematical tools we now know as calculus. Ever since then the idea of non-integer derivatives and integrals, universally referred to as fractional calculus, has been of interest to many researchers. However, due to various issues, the usage of fractional-order models in real-life applications was limited. Advances in modern computer science made it possible to apply efficient numerical methods to the computation of fractional derivatives and integrals. This book describes novel methods developed by the author for fractional modeling and control, together with their successful application in real-world process control scenarios.

Dynamic Modeling of Environmental Systems

Michael L. Deaton,James J. Winebrake
Dynamic Modeling of Environmental Systems Book PDF

Author : Michael L. Deaton,James J. Winebrake
Publisher : Springer Science & Business Media
Page : 210 pages
File Size : 53,5 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9781461213000

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Dynamic Modeling of Environmental Systems by Michael L. Deaton,James J. Winebrake Pdf

A primer on modeling concepts and applications that is specifically geared toward the environmental field. Sections on modeling terminology, the uses of models, the model-building process, and the interpretation of output provide the foundation for detailed applications. After an introduction to the basics of dynamic modeling, the book leads students through an analysis of several environmental problems, including surface-water pollution, matter-cycling disruptions, and global warming. The scientific and technical context is provided for each problem, and the methods for analyzing and designing appropriate modeling approaches is provided. While the mathematical content does not exceed the level of a first-semester calculus course, the book gives students all of the background, examples, and practice exercises needed both to use and understand environmental modeling. It is suitable for upper-level undergraduate and beginning-graduate level environmental professionals seeking an introduction to modeling in their field.

System Dynamics

Bilash Kanti Bala,Fatimah Mohamed Arshad,Kusairi Mohd Noh
System Dynamics Book PDF

Author : Bilash Kanti Bala,Fatimah Mohamed Arshad,Kusairi Mohd Noh
Publisher : Springer
Page : 278 pages
File Size : 41,5 Mb
Release : 2016-10-28
Category : Business & Economics
ISBN : 9789811020452

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System Dynamics by Bilash Kanti Bala,Fatimah Mohamed Arshad,Kusairi Mohd Noh Pdf

This book covers the broad spectrum of system dynamics methodologies for the modelling and simulation of complex systems: systems thinking, causal diagrams, systems structure of stock and flow diagrams, parameter estimation and tests for confidence building in system dynamics models. It includes a comprehensive review of model validation and policy design and provides a practical presentation of system dynamics modelling. It also offers numerous worked-out examples and case studies in diverse fields using STELLA and VENSIM. The system dynamics methodologies presented here can be applied to nearly all areas of research and planning, and the simulations provided make the complicated issues more easily understandable. System Dynamics: Modelling and Simulation is an essential system dynamics and systems engineering textbook for undergraduate and graduate courses. It also offers an excellent reference guide for managers in industry and policy planners who wish to use modelling and simulation to manage complex systems more effectively, as well as researchers in the fields of modelling and simulation-based systems thinking.

Modeling and Analysis of Dynamic Systems

Ramin S. Esfandiari,Bei Lu
Modeling and Analysis of Dynamic Systems Book PDF

Author : Ramin S. Esfandiari,Bei Lu
Publisher : CRC Press
Page : 555 pages
File Size : 49,5 Mb
Release : 2018-01-29
Category : Technology & Engineering
ISBN : 9781351751643

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Modeling and Analysis of Dynamic Systems by Ramin S. Esfandiari,Bei Lu Pdf

Modeling and Analysis of Dynamic Systems, Third Edition introduces MATLAB®, Simulink®, and SimscapeTM and then utilizes them to perform symbolic, graphical, numerical, and simulation tasks. Written for senior level courses/modules, the textbook meticulously covers techniques for modeling a variety of engineering systems, methods of response analysis, and introductions to mechanical vibration, and to basic control systems. These features combine to provide students with a thorough knowledge of the mathematical modeling and analysis of dynamic systems. The Third Edition now includes Case Studies, expanded coverage of system identification, and updates to the computational tools included.