Modelling And Simulation
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Theory Of Modeling And Simulation
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Author : Bernard P. Zeigler
language : en
Publisher: Academic Press
Release Date : 2000-01-10
Theory Of Modeling And Simulation written by Bernard P. Zeigler and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-01-10 with Computers categories.
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
Modeling And Simulation Fundamentals
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Author : John A. Sokolowski
language : en
Publisher: John Wiley & Sons
Release Date : 2010-04-19
Modeling And Simulation Fundamentals written by John A. Sokolowski and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010-04-19 with Mathematics categories.
An insightful presentation of the key concepts, paradigms, and applications of modeling and simulation Modeling and simulation has become an integral part of research and development across many fields of study, having evolved from a tool to a discipline in less than two decades. Modeling and Simulation Fundamentals offers a comprehensive and authoritative treatment of the topic and includes definitions, paradigms, and applications to equip readers with the skills needed to work successfully as developers and users of modeling and simulation. Featuring contributions written by leading experts in the field, the book's fluid presentation builds from topic to topic and provides the foundation and theoretical underpinnings of modeling and simulation. First, an introduction to the topic is presented, including related terminology, examples of model development, and various domains of modeling and simulation. Subsequent chapters develop the necessary mathematical background needed to understand modeling and simulation topics, model types, and the importance of visualization. In addition, Monte Carlo simulation, continuous simulation, and discrete event simulation are thoroughly discussed, all of which are significant to a complete understanding of modeling and simulation. The book also features chapters that outline sophisticated methodologies, verification and validation, and the importance of interoperability. A related FTP site features color representations of the book's numerous figures. Modeling and Simulation Fundamentals encompasses a comprehensive study of the discipline and is an excellent book for modeling and simulation courses at the upper-undergraduate and graduate levels. It is also a valuable reference for researchers and practitioners in the fields of computational statistics, engineering, and computer science who use statistical modeling techniques.
Modeling And Simulation
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Author : Stanislaw Raczynski
language : en
Publisher: John Wiley & Sons
Release Date : 2014-09-02
Modeling And Simulation written by Stanislaw Raczynski and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-09-02 with Computers categories.
Simulation is the art of using tools – physical or conceptual models, or computer hardware and software, to attempt to create the illusion of reality. The discipline has in recent years expanded to include the modelling of systems that rely on human factors and therefore possess a large proportion of uncertainty, such as social, economic or commercial systems. These new applications make the discipline of modelling and simulation a field of dynamic growth and new research. Stanislaw Raczynski outlines the considerable and promising research that is being conducted to counter the problems of uncertainty surrounding the methods used to approach these new applications. It aims to stimulate the reader into seeking out new tools for modelling and simulation. Examines the state-of-the-art in recent research into methods of approaching new applications in the field of modelling and simulation Provides an introduction to new modelling tools such as differential inclusions, metric structures in the space of models, semi-discrete events, and use of simulation in parallel optimization techniques Discusses recently developed practical applications: for example the PASION simulation system, stock market simulation, a new fluid dynamics tool, manufacturing simulation and the simulation of social structures Illustrated throughout with a series of case studies Modelling and Simulation: The Computer Science of Illusion will appeal to academics, postgraduate students, researchers and practitioners in the modelling and simulation of industrial computer systems. It will also be of interest to those using simulation as an auxiliary tool.
Modeling And Simulation In Engineering
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Author : Zoran Gacovski
language : en
Publisher: Arcler Press
Release Date : 2017-11
Modeling And Simulation In Engineering written by Zoran Gacovski and has been published by Arcler Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-11 with Technology & Engineering categories.
Today, modeling and simulation are widely applied in electrical and mechanical engineering, automotive industry, aeronautics and aerospace, ship building and oceanography, bioscience, nuclear science, medicine, finances/ stock markets etc. There are two most important aspects of the simulation models: user's (operator) training, and investigation of the current and future dynamic systems. Users training is very important, (e.g. flight simulator) because it is cheaper and safer than handling of a real system (aka aircraft). By proper training - the users will gain knowledge and skills to be able to work with real complex systems.The simulation process investigates the system features and proposes ways to improve the system's performances. All simulation experiments are free of risk that the system will be damaged or destroyed. By simulation - the analytical results can be confirmed, and the impact of the environment can be model in unobtrusive way (with variables).This edition covers different topics from system modeling and simulation, and application of modeling and simulation in different industries (engineering fields).Section 1 focuses on modeling and simulation in mechanical engineering, describing modeling and simulation of hydraulic hammer for sleeve valve, modeling and simulation of high performance electrical vehicle powertrains in VHDL-AMS, analysis, modeling and simulation of a poly-bag manufacturing system, two-phase flow at a chute aerator with experiments and CFD modelling, and virtual prototype modeling and simulation of pipe wagon articulating system.Section 2 focuses on modeling and simulation in electrical engineering, describing fault diagnosis and detection in industrial motor network environment, electrical vehicle design and modeling, electromagnetic flow metering, analysis and applications of the measurement uncertainty in electrical testing, and electrical parameters modeling and experimentation of copper vapor laser.Section 3 focuses on modeling and simulation in chemical (process) engineering, describing modeling and simulation of laser assisted turning of hard steels, pore scale simulation of colloid deposition, constitutive modelling of elastomeric seal material under compressive loading, and new methods to model and simulate air exchange and particle contamination of portable devices.Section 4 focuses on modeling and simulation of social and economic systems, describing a guide to population modelling for simulation, game model for supply chain finance credit risk based on multi-agent, the effect of social network structure on workflow efficiency performance, and scenario based municipal wastewater estimation.
Dynamic Systems
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Author : Bingen Yang
language : en
Publisher: Cambridge University Press
Release Date : 2022-11-24
Dynamic Systems written by Bingen Yang and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-11-24 with Computers categories.
A comprehensive and efficient approach to the modelling, simulation, and analysis of dynamic systems for undergraduate engineering students.
Introduction To Modeling And Simulation Of Technical And Physical Systems With Modelica
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Author : Peter Fritzson
language : en
Publisher: John Wiley & Sons
Release Date : 2011-10-03
Introduction To Modeling And Simulation Of Technical And Physical Systems With Modelica written by Peter Fritzson and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-10-03 with Technology & Engineering categories.
Master modeling and simulation using Modelica, the new powerful, highly versatile object-based modeling language Modelica, the new object-based software/hardware modeling language that is quickly gaining popularity around the world, offers an almost universal approach to high-level computational modeling and simulation. It handles a broad range of application domains, for example mechanics, electrical systems, control, and thermodynamics, and facilitates general notation as well as powerful abstractions and efficient implementations. Using the versatile Modelica language and its associated technology, this text presents an object-oriented, component-based approach that makes it possible for readers to quickly master the basics of computer-supported equation-based object-oriented (EOO) mathematical modeling and simulation. Throughout the text, Modelica is used to illustrate the various aspects of modeling and simulation. At the same time, a number of key concepts underlying the Modelica language are explained with the use of modeling and simulation examples. This book: Examines basic concepts such as systems, models, and simulations Guides readers through the Modelica language with the aid of several step-by-step examples Introduces the Modelica class concept and its use in graphical and textual modeling Explores modeling methodology for continuous, discrete, and hybrid systems Presents an overview of the Modelica Standard Library and key Modelica model libraries Readers will find plenty of examples of models that simulate distinct application domains as well as examples that combine several domains. All the examples and exercises in the text are available via DrModelica. This electronic self-teaching program, freely available on the text's companion website, guides readers from simple, introductory examples and exercises to more advanced ones. Written by the Director of the Open Source Modelica Consortium, Introduction to Modeling and Simulation of Technical and Physical Systems with Modelica is recommended for engineers and students interested in computer-aided design, modeling, simulation, and analysis of technical and natural systems. By building on basic concepts, the text is ideal for students who want to learn modeling, simulation, and object orientation.
Modelling And Simulation
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Author : Louis G. Birta
language : en
Publisher: Springer Science & Business Media
Release Date : 2007-09-07
Modelling And Simulation written by Louis G. Birta and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09-07 with Computers categories.
This book provides a balanced and integrated presentation of modelling and simulation activity for both Discrete Event Dynamic Systems (DEDS) and Continuous Time Dynamic Systems (CYDS). The authors establish a clear distinction between the activity of modelling and that of simulation, maintaining this distinction throughout. The text offers a novel project-oriented approach for developing the modelling and simulation methodology, providing a solid basis for demonstrating the dependency of model structure and granularity on project goals. Comprehensive presentation of the verification and validation activities within the modelling and simulation context is also shown.
Handbook Of Real World Applications In Modeling And Simulation
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Author : John A. Sokolowski
language : en
Publisher: John Wiley & Sons
Release Date : 2012-03-28
Handbook Of Real World Applications In Modeling And Simulation written by John A. Sokolowski and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2012-03-28 with Mathematics categories.
Introduces various modeling and simulation methods and paradigms that are used to explain and solve the predominant challenges facing society Handbook of Real-World Applications in Modeling and Simulation provides a thorough explanation of modeling and simulation in the most useful, current, and predominant applied areas of transportation, homeland security, medicine, operational research, military science, and business modeling. Offering a cutting-edge and accessible presentation, this book discusses how and why the presented domains have become leading applications of modeling and simulation techniques. Contributions from leading academics and researchers integrate modeling and simulation theories, methods, and data to analyze challenges that involve technological and social issues. The book begins with an introduction that explains why modeling and simulation is a reliable analysis assessment tool for complex systems problems. Subsequent chapters provide an orientation to various modeling and simulation methods and paradigms that are used to explain and solve the predominant challenges across real-world applied domains. Additionally, the handbook: Provides a practical one-stop reference on modeling and simulation and contains an accessible introduction to key concepts and techniques Introduces, trains, and prepares readers from statistics, mathematics, engineering, computer science, economics, and business to use modeling and simulation in their studies and research Features case studies that are representative of fundamental areas of multidisciplinary studies and provides a concise look at the key concepts of modeling and simulation Contains a collection of original ideas on modeling and simulation to help academics and practitioners develop a multifunctional perspective Self-contained chapters offer a comprehensive approach to explaining each respective domain and include sections that explore the related history, theory, modeling paradigms, and case studies. Key terms and techniques are clearly outlined, and exercise sets allow readers to test their comprehension of the presented material. Handbook of Real-World Applications in Modeling and Simulation is an essential reference for academics and practitioners in the areas of operations research, business, management science, engineering, statistics, mathematics, and computer science. The handbook is also a suitable supplement for courses on modeling and simulation at the graduate level.
Simulation Modeling And Analysis Sixth Edition
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Author : Averill M. Law
language : en
Publisher: McGraw-Hill Companies
Release Date : 2024
Simulation Modeling And Analysis Sixth Edition written by Averill M. Law and has been published by McGraw-Hill Companies this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024 with Computers categories.
Comprehensive, state-of-the-art coverage of every important simulation technique This fully-revised book has the most comprehensive and up-to-date coverage of all aspects of a simulation study. Equally well suited for use in university courses, simulation practice, and self-study, the book offers clear and intuitive explanations as well as 300 figures, 218 examples, and 217 problems. You will get detailed discussions on modeling and simulation, simulation software, model verification and validation, input modeling, random-number and variate generation, statistical design and analysis of simulation experiments, experimental design, simulation optimization, agent-based simulation, machine learning, and much more. Authored by an operations research analyst and industrial engineer with more than 40 years of experience, Simulation Modeling and Analysis is widely regarded as the "bible" of simulation and now has more than 178,000 copies in print and 23,700 citations. This sixth edition has been streamlined, with several chapters downsized to eliminate outdated simulation programs or statistical techniques that are rarely used in practice and are unnecessarily complicated. Most analyses of simulation output data can now be done using three simple and familiar statistical formulas or expressions. A new chapter covers AI and machine learning and their application to simulation. Covers what are arguably the three most-innovative and popular simulation-software packages: AnyLogic, FlexSim, and Simio Includes a set of instructor's resources Has been used at universities such as University of California-Berkeley, Stanford, Georgia Tech, Michigan, Cornell, Purdue, Virginia Tech, Penn State, Wisconsin, Columbia, Texas A&M, Washington, and Johns Hopkins Written by a world-class expert in the field and an experienced educator who has presented more than 550 simulation and statistics short courses in 20 countries
Theory Of Modelling And Simulation
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Author : Bernard P. Zeigler
language : en
Publisher: Wiley-Interscience
Release Date : 1976
Theory Of Modelling And Simulation written by Bernard P. Zeigler and has been published by Wiley-Interscience this book supported file pdf, txt, epub, kindle and other format this book has been release on 1976 with Computers categories.
The enterprise of modelling and its communication; The five elements; Prototype simulation and formal model specification; Simulation of cell-space-like models; Simulation of discrete and continuous time models; Introduction to discrete event models; Discrete event simulation strategies and models; Introduction to modelling theory; Hierarchy of system specifications; Hierarchy of preservation relations; Framework for modelling and simulation; Valid model construction and simplification; Approximation and error tolerance; State identification, validation, and prediction; Structural inference; Simulation program verification and complexity.