Modeling And Simulation Of Complex Dynamical Systems

Modeling And Simulation Of Complex Dynamical Systems Book in PDF, ePub and Kindle version is available to download in english. Read online anytime anywhere directly from your device. Click on the download button below to get a free pdf file of Modeling And Simulation Of Complex Dynamical Systems book. This book definitely worth reading, it is an incredibly well-written.

Modeling and Simulation of Complex Dynamical Systems

Vladimir Ryzhov,Tatiana Fedorova,Kirill Safronov,Shaharin Anwar Sulaiman,Mark Ovinis,Veeradasan Perumal
Modeling and Simulation of Complex Dynamical Systems Book PDF

Author : Vladimir Ryzhov,Tatiana Fedorova,Kirill Safronov,Shaharin Anwar Sulaiman,Mark Ovinis,Veeradasan Perumal
Publisher : Springer Nature
Page : 168 pages
File Size : 55,5 Mb
Release : 2021-07-16
Category : Science
ISBN : 9789811630538

Get Book

Modeling and Simulation of Complex Dynamical Systems by Vladimir Ryzhov,Tatiana Fedorova,Kirill Safronov,Shaharin Anwar Sulaiman,Mark Ovinis,Veeradasan Perumal Pdf

This book highlights the practical aspects of computer modelling and simulation of complex dynamical systems for students. Mechanical systems are considered in the book as representative examples of dynamical systems. Wolfram SystemModeler, in combination with Learning Management System Sakai, is used as an instrument for studying features of various physical and technical phenomena and processes. Each of the presented virtual labs may be considered a stand-alone mini project to enable students to go through all the steps of mathematical modelling and computer simulation—from the problem statement to mathematical and physical analysis of the obtained result. The book is useful for teachers to organize the educational process, allowing gradual monitoring of the learning process and assessment of students’ competencies. It also allows tutors to design individual educational trajectories for students to achieve educational properties. The subject of the book is an extension of activity started by the international team of authors within the InMotion project of the European programme ERASMUS+.

Modeling and Simulation of Complex Systems

Robert Siegfried
Modeling and Simulation of Complex Systems Book PDF

Author : Robert Siegfried
Publisher : Springer
Page : 227 pages
File Size : 46,8 Mb
Release : 2014-10-08
Category : Computers
ISBN : 9783658075293

Get Book

Modeling and Simulation of Complex Systems by Robert Siegfried Pdf

Robert Siegfried presents a framework for efficient agent-based modeling and simulation of complex systems. He compares different approaches for describing structure and dynamics of agent-based models in detail. Based on this evaluation the author introduces the “General Reference Model for Agent-based Modeling and Simulation” (GRAMS). Furthermore he presents parallel and distributed simulation approaches for execution of agent-based models –from small scale to very large scale. The author shows how agent-based models may be executed by different simulation engines that utilize underlying hardware resources in an optimized fashion.

Dynamic Systems

Craig A. Kluever
Dynamic Systems Book PDF

Author : Craig A. Kluever
Publisher : John Wiley & Sons
Page : 480 pages
File Size : 42,6 Mb
Release : 2020-06-23
Category : Technology & Engineering
ISBN : 9781119723479

Get Book

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.

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 : 54,9 Mb
Release : 2020-12-17
Category : Mathematics
ISBN : 9780429605925

Get Book

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.

Smart Modeling and Simulation for Complex Systems

Quan Bai,Fenghui Ren,Minjie Zhang,Takayuki Ito,Xijin Tang
Smart Modeling and Simulation for Complex Systems Book PDF

Author : Quan Bai,Fenghui Ren,Minjie Zhang,Takayuki Ito,Xijin Tang
Publisher : Springer
Page : 149 pages
File Size : 41,9 Mb
Release : 2015-01-10
Category : Technology & Engineering
ISBN : 9784431552093

Get Book

Smart Modeling and Simulation for Complex Systems by Quan Bai,Fenghui Ren,Minjie Zhang,Takayuki Ito,Xijin Tang Pdf

This book aims to provide a description of these new Artificial Intelligence technologies and approaches to the modeling and simulation of complex systems, as well as an overview of the latest scientific efforts in this field such as the platforms and/or the software tools for smart modeling and simulating complex systems. These tasks are difficult to accomplish using traditional computational approaches due to the complex relationships of components and distributed features of resources, as well as the dynamic work environments. In order to effectively model the complex systems, intelligent technologies such as multi-agent systems and smart grids are employed to model and simulate the complex systems in the areas of ecosystem, social and economic organization, web-based grid service, transportation systems, power systems and evacuation systems.

Modeling Complex Systems

Nino Boccara
Modeling Complex Systems Book PDF

Author : Nino Boccara
Publisher : Springer Science & Business Media
Page : 490 pages
File Size : 50,7 Mb
Release : 2010-09-09
Category : Computers
ISBN : 9781441965622

Get Book

Modeling Complex Systems by Nino Boccara Pdf

This book illustrates how models of complex systems are built up and provides indispensable mathematical tools for studying their dynamics. This second edition includes more recent research results and many new and improved worked out examples and exercises.

Theory of Modeling and Simulation

Bernard P. Zeigler,Herbert Praehofer,Tag Gon Kim
Theory of Modeling and Simulation Book PDF

Author : Bernard P. Zeigler,Herbert Praehofer,Tag Gon Kim
Publisher : Academic Press
Page : 536 pages
File Size : 43,7 Mb
Release : 2000-01-10
Category : Computers
ISBN : 0127784551

Get Book

Theory of Modeling and Simulation by Bernard P. Zeigler,Herbert Praehofer,Tag Gon Kim Pdf

The increased computational power and software tools available to engineers have increased the use and dependence on modeling and computer simulation throughout the design process. These tools have given engineers the capability of designing highly complex systems and computer architectures that were previously unthinkable. Every complex design project, from integrated circuits, to aerospace vehicles, to industrial manufacturing processes requires these new methods. This book fulfills the essential need of system and control engineers at all levels in understanding modeling and simulation. This book, written as a true text/reference has become a standard sr./graduate level course in all EE departments worldwide and all professionals in this area are required to update their skills. The book provides a rigorous mathematical foundation for modeling and computer simulation. It provides a comprehensive framework for modeling and simulation integrating the various simulation approaches. It covers model formulation, simulation model execution, and the model building process with its key activities model abstraction and model simplification, as well as the organization of model libraries. Emphasis of the book is in particular in integrating discrete event and continuous modeling approaches as well as a new approach for discrete event simulation of continuous processes. The book also discusses simulation execution on parallel and distributed machines and concepts for simulation model realization based on the High Level Architecture (HLA) standard of the Department of Defense. Presents a working foundation necessary for compliance with High Level Architecture (HLA) standards Provides a comprehensive framework for continuous and discrete event modeling and simulation Explores the mathematical foundation of simulation modeling Discusses system morphisms for model abstraction and simplification Presents a new approach to discrete event simulation of continuous processes Includes parallel and distributed simulation of discrete event models Presents a concept to achieve simulator interoperability in the form of the DEVS-Bus

Modelling, Simulation and Applications of Complex Systems

Mohd Hafiz Mohd,Md Yushalify Misro,Syakila Ahmad,Doanh Nguyen Ngoc
Modelling Simulation and Applications of Complex Systems Book PDF

Author : Mohd Hafiz Mohd,Md Yushalify Misro,Syakila Ahmad,Doanh Nguyen Ngoc
Publisher : Springer Nature
Page : 440 pages
File Size : 53,7 Mb
Release : 2021-06-10
Category : Mathematics
ISBN : 9789811626296

Get Book

Modelling, Simulation and Applications of Complex Systems by Mohd Hafiz Mohd,Md Yushalify Misro,Syakila Ahmad,Doanh Nguyen Ngoc Pdf

This book discusses the latest progresses and developments on complex systems research and intends to give an exposure to prospective readers about the theoretical and practical aspects of mathematical modelling, numerical simulation and agent-based modelling frameworks. The main purpose of this book is to emphasize a unified approach to complex systems analysis, which goes beyond to examine complicated phenomena of numerous real-life systems; this is done by investigating a huge number of components that interact with each other at different (microscopic and macroscopic) scales; new insights and emergent collective behaviours can evolve from the interactions between individual components and also with their environments. These tools and concepts permit us to better understand the patterns of various real-life systems and help us to comprehend the mechanisms behind which distinct factors shaping some complex systems phenomena being influenced. This book is published in conjunction with the International Workshop on Complex Systems Modelling & Simulation 2019 (CoSMoS 2019): IoT & Big Data Integration. This international event was held at the Universiti Sains Malaysia Main Campus, Penang, Malaysia, from 8 to 11 April 2019. This book appeals to readers interested in complex systems research and other related areas such as mathematical modelling, numerical simulation and agent-based modelling frameworks.

System Dynamics

Dean C. Karnopp,Donald L. Margolis,Ronald C. Rosenberg
System Dynamics Book PDF

Author : Dean C. Karnopp,Donald L. Margolis,Ronald C. Rosenberg
Publisher : John Wiley & Sons
Page : 648 pages
File Size : 54,9 Mb
Release : 2012-03-07
Category : Science
ISBN : 9781118160077

Get Book

System Dynamics by Dean C. Karnopp,Donald L. Margolis,Ronald C. Rosenberg Pdf

An expanded new edition of the bestselling system dynamics book using the bond graph approach A major revision of the go-to resource for engineers facing the increasingly complex job of dynamic systems design, System Dynamics, Fifth Edition adds a completely new section on the control of mechatronic systems, while revising and clarifying material on modeling and computer simulation for a wide variety of physical systems. This new edition continues to offer comprehensive, up-to-date coverage of bond graphs, using these important design tools to help readers better understand the various components of dynamic systems. Covering all topics from the ground up, the book provides step-by-step guidance on how to leverage the power of bond graphs to model the flow of information and energy in all types of engineering systems. It begins with simple bond graph models of mechanical, electrical, and hydraulic systems, then goes on to explain in detail how to model more complex systems using computer simulations. Readers will find: New material and practical advice on the design of control systems using mathematical models New chapters on methods that go beyond predicting system behavior, including automatic control, observers, parameter studies for system design, and concept testing Coverage of electromechanical transducers and mechanical systems in plane motion Formulas for computing hydraulic compliances and modeling acoustic systems A discussion of state-of-the-art simulation tools such as MATLAB and bond graph software Complete with numerous figures and examples, System Dynamics, Fifth Edition is a must-have resource for anyone designing systems and components in the automotive, aerospace, and defense industries. It is also an excellent hands-on guide on the latest bond graph methods for readers unfamiliar with physical system modeling.

Simulation of Complex Systems

Giovanni Volpe,Agnese Callegari,Aykut Argun
Simulation of Complex Systems Book PDF

Author : Giovanni Volpe,Agnese Callegari,Aykut Argun
Publisher : IOP Publishing Limited
Page : 120 pages
File Size : 53,5 Mb
Release : 2022-04-30
Category : Science
ISBN : 0750338415

Get Book

Simulation of Complex Systems by Giovanni Volpe,Agnese Callegari,Aykut Argun Pdf

This book deals with the most fundamental and essential techniques to simulate complex systems, from the dynamics of molecules to the spreading of diseases, from optimization using ant colonies to the simulation of the Game of Life. Several natural systems found in physics, biology and engineering can be considered complex systems, because their behaviour is not easily predictable and is the result of complex interactions among their constituents. Examples of complex systems are a cell with its organelles, an organ, the human brain, social networks, transportation and communication systems, the stock market, ecosystems, systems with prey and predators, a swarm of bees. There are several specialized books focusing on different simulation methods, but there is not one fully devoted to complex systems. The "bottom-up" approach is innovative and allows the reader to conduct numerical experiments to explore the system's behaviour. Key Features: Composed of self-contained, independent chapters Illustrates simulation techniques in a broad range of fields from physics and biology to engineering, social science and economics Provides a hands-on approach with guided exercises Covers the fundamental numerical techniques in complex systems Ideal for self-study Contains supplementary example codes and video tutorials

Discrete-Event Modeling and Simulation

Gabriel A. Wainer,Pieter J. Mosterman
Discrete Event Modeling and Simulation Book PDF

Author : Gabriel A. Wainer,Pieter J. Mosterman
Publisher : CRC Press
Page : 520 pages
File Size : 45,9 Mb
Release : 2018-09-03
Category : Technology & Engineering
ISBN : 9781420072341

Get Book

Discrete-Event Modeling and Simulation by Gabriel A. Wainer,Pieter J. Mosterman Pdf

Collecting the work of the foremost scientists in the field, Discrete-Event Modeling and Simulation: Theory and Applications presents the state of the art in modeling discrete-event systems using the discrete-event system specification (DEVS) approach. It introduces the latest advances, recent extensions of formal techniques, and real-world examples of various applications. The book covers many topics that pertain to several layers of the modeling and simulation architecture. It discusses DEVS model development support and the interaction of DEVS with other methodologies. It describes different forms of simulation supported by DEVS, the use of real-time DEVS simulation, the relationship between DEVS and graph transformation, the influence of DEVS variants on simulation performance, and interoperability and composability with emphasis on DEVS standardization. The text also examines extensions to DEVS, new formalisms, and abstractions of DEVS models as well as the theory and analysis behind real-world system identification and control. To support the generation and search of optimal models of a system, a framework is developed based on the system entity structure and its transformation to DEVS simulation models. In addition, the book explores numerous interesting examples that illustrate the use of DEVS to build successful applications, including optical network-on-chip, construction/building design, process control, workflow systems, and environmental models. A one-stop resource on advances in DEVS theory, applications, and methodology, this volume offers a sampling of the best research in the area, a broad picture of the DEVS landscape, and trend-setting applications enabled by the DEVS approach. It provides the basis for future research discoveries and encourages the development of new applications.

Modelling and Simulation of Complex Systems for Sustainable Energy Efficiency

Ahmed Hammami,Philippus Stephanus Heyns,Stephan Schmidt,Fakher Chaari,Mohamed Slim Abbes,Mohamed Haddar
Modelling and Simulation of Complex Systems for Sustainable Energy Efficiency Book PDF

Author : Ahmed Hammami,Philippus Stephanus Heyns,Stephan Schmidt,Fakher Chaari,Mohamed Slim Abbes,Mohamed Haddar
Publisher : Springer Nature
Page : 270 pages
File Size : 46,6 Mb
Release : 2021-08-21
Category : Technology & Engineering
ISBN : 9783030855840

Get Book

Modelling and Simulation of Complex Systems for Sustainable Energy Efficiency by Ahmed Hammami,Philippus Stephanus Heyns,Stephan Schmidt,Fakher Chaari,Mohamed Slim Abbes,Mohamed Haddar Pdf

This book provides readers with an overview of recent theories and methods for studying complex mechanical systems used in energy production, such as wind turbines, but not limited to them. The emphasis is put on strategies for increasing energy efficiency, and on recent industrial applications. Topics cover dynamics and vibration, vibroacoustics, engineering design, modelling and simulation, fault diagnostics, signal processing and prognostics. The book is based on peer-review contributions and invited talks presented at the first International Workshop on MOdelling and Simulation of COmplex Systems for Sustainable Energy Efficiency, MOSCOSSEE 2021, held online on February 25-26, 2021, and organized by the LAboratory of Mechanics, Modelling and Production (LA2MP) from University of Sfax, Tunisia and the Department of Mechanical and Aeronautical engineering, Centre of Asset Integrity Management (C-AIM) from University of Pretoria, South Africa. By offering authoritative information on innovative methods and tools for application in renewable energy production, it provides a valuable resource to both academics and professionals, and a bridge to facilitate communication between the two groups.

Modelling, Simulation and Control of Non-linear Dynamical Systems

Patricia Melin,Oscar Castillo
Modelling Simulation and Control of Non linear Dynamical Systems Book PDF

Author : Patricia Melin,Oscar Castillo
Publisher : CRC Press
Page : 262 pages
File Size : 49,5 Mb
Release : 2001-10-25
Category : Mathematics
ISBN : 9781420024524

Get Book

Modelling, Simulation and Control of Non-linear Dynamical Systems by Patricia Melin,Oscar Castillo Pdf

These authors use soft computing techniques and fractal theory in this new approach to mathematical modeling, simulation and control of complexion-linear dynamical systems. First, a new fuzzy-fractal approach to automated mathematical modeling of non-linear dynamical systems is presented. It is illustrated with examples on the PROLOG programming la

Real Time Modeling, Simulation and Control of Dynamical Systems

Asif Mahmood Mughal
Real Time Modeling Simulation and Control of Dynamical Systems Book PDF

Author : Asif Mahmood Mughal
Publisher : Springer
Page : 187 pages
File Size : 55,5 Mb
Release : 2016-06-27
Category : Technology & Engineering
ISBN : 9783319339061

Get Book

Real Time Modeling, Simulation and Control of Dynamical Systems by Asif Mahmood Mughal Pdf

This book introduces modeling and simulation of linear time invariant systems and demonstrates how these translate to systems engineering, mechatronics engineering, and biomedical engineering. It is organized into nine chapters that follow the lectures used for a one-semester course on this topic, making it appropriate for students as well as researchers. The author discusses state space modeling derived from two modeling techniques and the analysis of the system and usage of modeling in control systems design. It also contains a unique chapter on multidisciplinary energy systems with a special focus on bioengineering systems and expands upon how the bond graph augments research in biomedical and bio-mechatronics systems.

Systems Modeling and Computer Simulation

Naim Kheir
Systems Modeling and Computer Simulation Book PDF

Author : Naim Kheir
Publisher : Routledge
Page : 758 pages
File Size : 40,6 Mb
Release : 2018-12-12
Category : Technology & Engineering
ISBN : 9781351411899

Get Book

Systems Modeling and Computer Simulation by Naim Kheir Pdf

This second edition describes the fundamentals of modelling and simulation of continuous-time, discrete time, discrete-event and large-scale systems. Coverage new to this edition includes: a chapter on non-linear systems analysis and modelling, complementing the treatment of of continuous-time and discrete-time systems and a chapter on the computer animation and visualization of dynamical systems motion.