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Theory of Modeling and Simulation

Theory of Modeling and Simulation Book
Author : Bernard P. Zeigler,Tag Gon Kim,Herbert Praehofer
Publisher : Academic Press
Release : 2000-01-24
ISBN : 9780127784557
Language : En, Es, Fr & De

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Book Description :

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

Theory of Modelling and Simulation

Theory of Modelling and Simulation Book
Author : Bernard P. Zeigler
Publisher : Wiley-Interscience
Release : 1976
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

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.

Discrete Event Modeling and Simulation

Discrete Event Modeling and Simulation Book
Author : Gabriel A. Wainer,Pieter J. Mosterman
Publisher : CRC Press
Release : 2018-09-03
ISBN : 142007234X
Language : En, Es, Fr & De

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Book Description :

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.

Theory and Practical Exercises of System Dynamics

Theory and Practical Exercises of System Dynamics Book
Author : Juan Martín García
Publisher : Juan Martín García
Release : 2020-01-01
ISBN : 8460998045
Language : En, Es, Fr & De

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Book Description :

This book is a guide that shows step by step the process of building simulation models using System Dynamics. It is written in a clear and comprehensible style that illustrates the model construction process. This book will be a useful resource to students, scholars, researchers, and teachers.

Systems Modeling and Simulation Theory and Applications

Systems Modeling and Simulation  Theory and Applications Book
Author : Doo-Kwon Baik
Publisher : Springer Science & Business Media
Release : 2005-01-31
ISBN : 3540244778
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed post-proceedings of the third Asian Simulation Conference, AsiaSim 2004, held in Jeju Island, Korea in October 2004. The 78 revised full papers presented together with 2 invited keynote papers were carefully reviewed and selected from 178 submissions; after the conference, the papers went through another round of revision. The papers are organized in topical sections on modeling and simulation methodology, manufacturing, aerospace simulation, military simulation, medical simulation, general applications, network simulation and modeling, e-business simulation, numerical simulation, traffic simulation, transportation, virtual reality, engineering applications, and DEVS modeling and simulation.

Handbook of Real World Applications in Modeling and Simulation

Handbook of Real World Applications in Modeling and Simulation Book
Author : John A. Sokolowski,Catherine M. Banks
Publisher : John Wiley & Sons
Release : 2012-03-28
ISBN : 1118241266
Language : En, Es, Fr & De

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Book Description :

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.

Cable System Transients

Cable System Transients Book
Author : Akihiro Ametani,Teruo Ohno,Naoto Nagaoka
Publisher : John Wiley & Sons
Release : 2015-05-26
ISBN : 1118702182
Language : En, Es, Fr & De

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Book Description :

A systematic and comprehensive introduction to electromagnetic transient in cable systems, written by the internationally renowned pioneer in this field Presents a systematic and comprehensive introduction to electromagnetic transient in cable systems Written by the internationally renowned pioneer in the field Thorough coverage of the state of the art on the topic, presented in a well-organized, logical style, from fundamentals and practical applications A companion website is available

Nanometer Structures

Nanometer Structures Book
Author : Akhlesh Lakhtakia
Publisher : SPIE Press
Release : 2004
ISBN : 9780819451866
Language : En, Es, Fr & De

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Book Description :

This volume is a researcher's reference handbook to the many aspects of nanometer structures. Although intended as a source for the serious researcher, novices will find a great deal of interesting content. The theories covered include nanostructured thin films, photonic bandgap structures, quantum dots, carbon nanotubes, atomistic techniques, nanomechanics, nanofluidics, and quantum information processing. Modeling and simulation research on these topics have now reached a stage of maturity.

Smart Modeling and Simulation for Complex Systems

Smart Modeling and Simulation for Complex Systems Book
Author : Quan Bai,Fenghui Ren,Minjie Zhang,Takayuki Ito,Xijin Tang
Publisher : Springer
Release : 2015-01-10
ISBN : 443155209X
Language : En, Es, Fr & De

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Book Description :

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.

Theoretical Chemical Engineering

Theoretical Chemical Engineering Book
Author : Christo Boyadjiev
Publisher : Springer Science & Business Media
Release : 2010-10-20
ISBN : 9783642107788
Language : En, Es, Fr & De

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Book Description :

The role of theory in science was formulated very brilliantly by Max Planck: Experimenters are the striking force of science. The experiment is a question which science puts to nature. The measurement is the registration of nature’s answer. But before the question is put to nature,it must be formulated. Before the measurement result is used,itmust be explained, i.e., the answer must be understood correctly. These two problems are obligations of the theoreticians. Chemical engineering is an experimental science, but theory permits us to formulate correct experimental conditions and to understand correctly the exp- imental results. The theoretical methods of chemical engineering for modeling and simulation of industrial processes are surveyed in this book. Theoretical chemical engineering solves the problems that spring up from the necessity for a quantitative description of the processes in the chemical industry. They are quite different at the different stages of the quantitative description, i.e., a wide circle of theoretical methods are required for their solutions. Modeling and simulation are a united approach to obtain a quantitative description of the processes and systems in chemical engineering and chemical technology, which is necessary to clarify the process mechanism or for optimal process design, process control, and plant renovation. Modeling is the creation of the mathematical model, i.e., construction of the mathematical description (on the basis of the process mechanism), calculation of the model parameters (using experimental data), and statistical analysis of the model adequacy.

Process Modeling and Simulation for Chemical Engineers

Process Modeling and Simulation for Chemical Engineers Book
Author : Simant R. Upreti
Publisher : John Wiley & Sons
Release : 2017-05
ISBN : 1118914686
Language : En, Es, Fr & De

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Book Description :

This book provides a rigorous treatment of the fundamental concepts and techniques involved in process modeling and simulation. The book allows the reader to: (i) Get a solid grasp of “under-the-hood” mathematical results (ii) Develop models of sophisticated processes (iii) Transform models to different geometries and domains as appropriate (iv) Utilize various model simplification techniques (v) Learn simple and effective computational methods for model simulation (vi) Intensify the effectiveness of their research Modeling and Simulation for Chemical Engineers: Theory and Practice begins with an introduction to the terminology of process modeling and simulation. Chapters 2 and 3 cover fundamental and constitutive relations, while Chapter 4 on model formulation builds on these relations. Chapters 5 and 6 introduce the advanced techniques of model transformation and simplification. Chapter 7 deals with model simulation, and the final chapter reviews important mathematical concepts. Presented in a methodical, systematic way, this book is suitable as a self-study guide or as a graduate reference, and includes examples, schematics and diagrams to enrich understanding. End of chapter problems with solutions and computer software available online at www.wiley.com/go/upreti/pms_for_chemical_engineers are designed to further stimulate readers to apply the newly learned concepts.

Nanostructures

Nanostructures Book
Author : Christophe Jean Delerue,Michel Lannoo
Publisher : Springer Science & Business Media
Release : 2013-06-29
ISBN : 3662089033
Language : En, Es, Fr & De

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Book Description :

Provides the theoretical background needed by physicists, engineers and students to simulate nano-devices, semiconductor quantum dots and molecular devices. It presents in a unified way the theoretical concepts, the more recent semi-empirical and ab initio methods, and their application to experiments. The topics include quantum confinement, dielectric and optical properties, non-radiative processes, defects and impurities, and quantum transport. This guidebook not only provides newcomers with an accessible overview (requiring only basic knowledge of quantum mechanics and solid-state physics) but also provides active researchers with practical simulation tools.

Chaos Theory

Chaos Theory Book
Author : Christos H. Skiadas,Ioannis Dimotikalis
Publisher : World Scientific
Release : 2011
ISBN : 9814350338
Language : En, Es, Fr & De

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Book Description :

The work done in chaotic modeling and simulation during the last decades has changed our views of the world around us and has introduced new scientific tools, methods and techniques. Advanced topics of these achievements are included in this volume on Chaos Theory which focuses on Chaotic Modeling, Simulation and Applications of the nonlinear phenomena. This volume includes the best papers presented in the 3rd International Conference on CHAOS. This interdisciplinary conference attracted people from many scientific fields dealing with chaos, nonlinear dynamics, fractals and the works presented and the papers included here are of particular interest that could provide a broad understanding of chaos in its various forms. The chapters relate to many fields of chaos including Dynamical and Nonlinear Systems, Attractors and Fractals. Hydro-Fluid Dynamics and Mechanics, Chaos in Meteorology and Cosmology, Chaos in Biology and Genetics, Chaotic Control, Chaos in Economy and Markets, and Computer Composition and Chaotic Simulations, including related applications, are presented.

Theory Modeling and Numerical Simulation

Theory  Modeling and Numerical Simulation Book
Author : Veena Tikare,Graeme E. Murch,Frédéric Soisson,Jeung Ku Kang
Publisher : Trans Tech Publications Ltd
Release : 2008-04-07
ISBN : 3038132004
Language : En, Es, Fr & De

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Book Description :

Volume is indexed by Thomson Reuters CPCI-S (WoS). No present-day research and development program is complete without the inclusion of a robust modeling and numerical simulation component. Models and model-based numerical simulations are extensively used to probe complex materials behavior and structure in order to obtain a deeper insight into the fundamentals of materials. Multi-physics models are becoming increasingly common, with advances in computational science, and are rapidly advancing the basic understanding of materials.

Global Nuclear Energy Partnership

Global Nuclear Energy Partnership Book
Author : United States. Congress. Senate. Committee on Energy and Natural Resources
Publisher : Unknown
Release : 2008
ISBN : 0987650XXX
Language : En, Es, Fr & De

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Book Description :

Download Global Nuclear Energy Partnership book written by United States. Congress. Senate. Committee on Energy and Natural Resources, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Discrete Event Modeling and Simulation Technologies

Discrete Event Modeling and Simulation Technologies Book
Author : Hessam S. Sarjoughian,Francois E. Cellier
Publisher : Springer Science & Business Media
Release : 2001-06-21
ISBN : 9780387950655
Language : En, Es, Fr & De

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Book Description :

A Tribute to the 60th Birthday of Bernard P. Zeigler

Modeling and Simulation of Logistics Flows 1

Modeling and Simulation of Logistics Flows 1 Book
Author : Jean-Michel Réveillac
Publisher : John Wiley & Sons
Release : 2017-01-18
ISBN : 1119368529
Language : En, Es, Fr & De

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Book Description :

Volume 1 presents successively an introduction followed by 10 chapters and a conclusion: A logistic approach an overview of operations research The basics of graph theory calculating optimal routes Dynamic programming planning and scheduling with PERT and MPM the waves of calculations in a network spanning trees and touring linear programming modeling of road traffic

Modeling and Simulation of Turbulent Combustion

Modeling and Simulation of Turbulent Combustion Book
Author : Santanu De,Avinash Kumar Agarwal,Swetaprovo Chaudhuri,Swarnendu Sen
Publisher : Springer
Release : 2017-12-12
ISBN : 9811074100
Language : En, Es, Fr & De

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Book Description :

This book presents a comprehensive review of state-of-the-art models for turbulent combustion, with special emphasis on the theory, development and applications of combustion models in practical combustion systems. It simplifies the complex multi-scale and nonlinear interaction between chemistry and turbulence to allow a broader audience to understand the modeling and numerical simulations of turbulent combustion, which remains at the forefront of research due to its industrial relevance. Further, the book provides a holistic view by covering a diverse range of basic and advanced topics—from the fundamentals of turbulence–chemistry interactions, role of high-performance computing in combustion simulations, and optimization and reduction techniques for chemical kinetics, to state-of-the-art modeling strategies for turbulent premixed and nonpremixed combustion and their applications in engineering contexts.

Building Software for Simulation

Building Software for Simulation Book
Author : James J. Nutaro
Publisher : John Wiley & Sons
Release : 2011-03-23
ISBN : 9781118099452
Language : En, Es, Fr & De

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Book Description :

A unique guide to the design and implementation of simulationsoftware This book offers a concise introduction to the art of buildingsimulation software, collecting the most important concepts andalgorithms in one place. Written for both individuals new to thefield of modeling and simulation as well as experiencedpractitioners, this guide explains the design and implementation ofsimulation software used in the engineering of large systems whilepresenting the relevant mathematical elements, concept discussions,and code development. The book approaches the topic from the perspective of Zeigler'stheory of modeling and simulation, introducing the theory'sfundamental concepts and showing how to apply them to engineeringproblems. Readers will learn five necessary skills for buildingsimulations of complicated systems: Working with fundamental abstractions for simulating dynamicsystems Developing basic simulation algorithms for continuous anddiscrete event models Combining continuous and discrete event simulations into acoherent whole Applying strategies for testing a simulation Understanding the theoretical foundations of the modelingconstructs and simulation algorithms The central chapters of the book introduce, explain, anddemonstrate the elements of the theory that are most important forbuilding simulation tools. They are bracketed by applications torobotics, control and communications, and electric power systems;these comprehensive examples clearly illustrate how the conceptsand algorithms are put to use. Readers will explore the design ofobject-oriented simulation programs, simulation using multi-coreprocessors, and the integration of simulators into larger softwaresystems. The focus on software makes this book particularly useful forcomputer science and computer engineering courses in simulationthat focus on building simulators. It is indispensable reading forundergraduate and graduate students studying modeling andsimulation, as well as for practicing scientists and engineersinvolved in the development of simulation tools.

Banking Systems Simulation

Banking Systems Simulation Book
Author : Stefano Zedda
Publisher : John Wiley & Sons
Release : 2017-04-03
ISBN : 1119195896
Language : En, Es, Fr & De

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Book Description :

Presents information sources and methodologies for modeling and simulating banking system stability Combining both academic and institutional knowledge and experience, Banking Systems Simulation: Theory, Practice, and Application of Modeling Shocks, Losses, and Contagion presents banking system risk modeling clearly within a theoretical framework. Written from the global financial perspective, the book explores single bank risk, common bank exposures, and contagion, and how these apply on a systemic level. Zedda approaches these simulation methods logically by providing the basic building blocks of modeling and simulation, and then delving further into the individual techniques that make up a systems model. In addition, the author provides clear and detailed explanations of the foundational research into the mathematical and legal concepts used to analyze banking risk problems, measures and data for representing the main banking risk sources, and the major problems researchers are likely to encounter. There are numerous software descriptions throughout, with references and tools to help readers gain a proper understanding of the presented techniques and possibly develop new applications and research. The book concludes with an appendix that features real-world datasets and models. In addition, this book: • Provides a comprehensive overview of methods for analyzing models and simulating risk for banking and financial systems • Provides a clear presentation of the technical and legal concepts used in banking regulation • Presents unique insights from an expert’s perspective, with specific coverage of assessing risks and developing what-if analyses at the systems level • Concludes with a discussion of applications, including banking systems regulation what-if tests, cost-benefit analysis, evaluations of banking systems stability effects on public finances, dimensioning, and risk-based contributions for Deposit Guarantee Schemes (DGS) and Resolution Funds Banking Systems Simulation: Theory, Practice, and Application of Modeling Shocks, Losses, and Contagion is ideal for banking researchers focusing on computational methods of analysis as well as an appropriate reference for graduate-level students in banking, finance, and computational methods. Stefano Zedda is Researcher in Financial Mathematics at the University of Cagliari in Italy and qualified as associate professor in banking and corporate finance. His research is mainly focused on quantitative analyses for banking and finance, with a particular focus on banking systems modeling and simulation. In 2008, Zedda developed the mathematical modeling and software implementation of the Systemic Model for Banking Originated Losses (SYMBOL), further developed during his activity at the European Commission. The Commission subsequently adopted it as a standard tool for testing banking regulation proposals. Stefano Zedda’s research interests include banking, financial mathematics, and statistics, specifically simulation of banking and financial systems stability, banking regulation impact assessment, and interactive agent simulation.