System Dynamics Modelling
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System Dynamics
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Author : Bilash Kanti Bala
language : en
Publisher: Springer
Release Date : 2016-10-28
System Dynamics written by Bilash Kanti Bala and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-10-28 with Business & Economics categories.
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.
System Dynamics Modeling With R
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Author : Jim Duggan
language : en
Publisher: Springer
Release Date : 2016-06-14
System Dynamics Modeling With R written by Jim Duggan and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-06-14 with Computers categories.
This new interdisciplinary work presents system dynamics as a powerful approach to enable analysts build simulation models of social systems, with a view toward enhancing decision making. Grounded in the feedback perspective of complex systems, the book provides a practical introduction to system dynamics, and covers key concepts such as stocks, flows, and feedback. Societal challenges such as predicting the impact of an emerging infectious disease, estimating population growth, and assessing the capacity of health services to cope with demographic change can all benefit from the application of computer simulation. This text explains important building blocks of the system dynamics approach, including material delays, stock management heuristics, and how to model effects between different systemic elements. Models from epidemiology, health systems, and economics are presented to illuminate important ideas, and the R programming language is used to provide an open-source and interoperable way to build system dynamics models. System Dynamics Modeling with R also describes hands-on techniques that can enhance client confidence in system dynamic models, including model testing, model analysis, and calibration. Developed from the author’s course in system dynamics, this book is written for undergraduate and postgraduate students of management, operations research, computer science, and applied mathematics. Its focus is on the fundamental building blocks of system dynamics models, and its choice of R as a modeling language make it an ideal reference text for those wishing to integrate system dynamics modeling with related data analytic methods and techniques.
System Dynamics
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Author : Dean C. Karnopp
language : en
Publisher: John Wiley & Sons
Release Date : 2012-03-07
System Dynamics written by Dean C. Karnopp 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 2012-03-07 with Science categories.
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.
System Dynamics Modelling
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Author : R.G. Coyle
language : en
Publisher: CRC Press
Release Date : 1996-05-01
System Dynamics Modelling written by R.G. Coyle and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996-05-01 with Business & Economics categories.
With NATO's bombing campaign against Serbia now over, what strategic, long-range plans will the alliance employ to restore stability to the region? As the global economy continually changes in response to worldwide events, what investment strategies will firms implement to cope with changing markets? And how can major pharmaceutical companies solve the problem of having newly-developed products abandoned before they can even be launched on the market? This book is designed and written to give the applied statistician an insight into all these areas of investigation.
System Dynamics
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Author : Sushil
language : en
Publisher: New Age International
Release Date : 1993
System Dynamics written by Sushil and has been published by New Age International this book supported file pdf, txt, epub, kindle and other format this book has been release on 1993 with Management categories.
The Book Is Intended To Provide The System Dynamics Methodology, Its Need, Foundations, Philosophy, Problem Solving Steps, Building Blocks, Process Of Modelling, Validation, And Analysis With Applications To Managerial Problems. The Book Follows A Practical And Easy To Learn Approach So As To Encourage The Managers To Learn And Make Use Of This Powerful Yet Simple Methodology For Better Planning And Policy Analysis. The Focus Of The Book Is Clearly Reflected In The Title. The Redeeming Feature Of The Book Is The Presentation Of The Subject Matter In A Questioning Framework So As To Develop Clarity About The Subject By Answering Possible Queries In The Readers Mind In A Systematic Manner.The Book Begins With The Presentation Of The Need And Introduction To The System Dynamics Methodology, Giving An Overview Of Its Historical Development, Philosophy, And View Points And Features. Then It Reviews The Applications Of System Dynamics, And Explores The Type Of Managerial Problems It Can Handle Effectively. The Basic Features Of A System Dynamics Model Are Outlined, And The Building Blocks Of The System Dynamics Modelling, Such As, Causal Loop Diagramming, Subsystem Diagramming, Policy Structure Diagramming, Flow Diagramming, Equations, Feedback Structures And Functions Are Discussed With Simple Examples.The Principles Of The Methodology And Validation Tests Are Provided. Finally, The Type Of Sensitivity And Policy Analyses That Can Be Performed And The Use Of System Dynamics Models In Practice, With Its Interfaces And Future Trends, Are Given. In The End, The Book Provides A Glimpse Of Four Managerial Cases, One In Each Functional Area, And A Set Of Practice Problems And Cases To Obtain A Feedback On Learning Made By The Reader.
System Dynamics
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Author : Ernest Doebelin
language : en
Publisher: CRC Press
Release Date : 1998-02-10
System Dynamics written by Ernest Doebelin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998-02-10 with Technology & Engineering categories.
Addressing topics from system elements and simple first- and second-order systems to complex lumped- and distributed-parameter models of practical machines and processes, this work details the utility of systems dynamics for the analysis and design of mechanical, fluid, thermal and mixed engineering systems. It emphasizes digital simulation and int
Theory And Practical Exercises Of System Dynamics
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Author : Juan Martín García
language : en
Publisher: Juan Martín García
Release Date : 2023-09-03
Theory And Practical Exercises Of System Dynamics written by Juan Martín García and has been published by Juan Martín García this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-03 with Business & Economics categories.
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.
System Dynamics Modelling With Vensim
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Author : Mart
language : en
Publisher: Vensim
Release Date : 2018-08-07
System Dynamics Modelling With Vensim written by Mart and has been published by Vensim this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-08-07 with Education categories.
This book is the fastest and cheapest way to learn the use of Vensim. The book allows the reader to acquire step-by-step in a time-efficient and uncomplicated the knowledge in the formation and construction of dynamic models using Vensim. Vensim is the most powerful software to create simulation models based on System Dynamics. It is a very friendly software and with the guide of this book it is possible to create the first simulation model in less than 10 minutes. All the exercises are designed to achieve a fast and complete learning. No previous knowledge in mathematics or computer science is necessary.Many times, the models are performed with minimal current data and very few historical data, the simulation models that the student will design in this course accommodate these analyses, with the construction of realistic hypotheses and elaborate behavior models. That's done with the help of software Vensim that helps the construction of the models as well as performing model simulations. At the end of the book, the reader is able to:1. Describe the components of a complex system. 2. Diagnose the natural evolution of the system under analysis. 3. Create a model of the system and present it using the simulation software. 4. Carry out simulations with the model, in order to predict the behavior of the system.The content of this book can be applied in many areas. In the business world, these topics are mainly used to address issues related to Strategic Planning, Business Planning, Leadership Development, Strategic Marketing and Sales, Organization Redesign, Process Improvement, Implementation of operational plans. In general to build and sustain high performance over the long term, and ensure successful implementation of changes. In the academic world, these topics may be used to develop Final Projects or Doctorate, theses on diverse subjects.Index of items Environmental Area3.1. Population Growth 3.2. Modeling the Ecology of a Natural Reserve 3.3. Effects of the Intensive Farming 3.4. The Fishery of Shrimp 3.5. Rabbits and Foxes 3.6. A Study of Hogs 3.7. Ingestion of Toxins 3.8. The Barays of Angkor 3.9. The Golden Number Management Area3.10. Production and Inventory 3.11. CO2 Emissions 3.12. How to Work More and Better 3.13. Managing Faults 3.14. Project Dynamics 3.15. Innovatory Companies 3.16. Quality Control 3.17. The impact of a Business Plan Social Area3.18. Filling a Glass 3.19. A Catastrophe Study 3.20. The Young Ambitious Worker 3.21. Development of an Epidemic 3.22. The Dynamics of Two Clocks Mechanical Area3.23. The Tank 3.24. Study of the Oscillatory Movements 3.25. Design of a Chemical Reactor 3.26. The Butterfly Effect 3.27. The Mysterious Lamp Advanced Exercises (using Vensim PLE PLUS)3.28. Import data from an Excel file 3.29. Building Games and Learning Labs 3.30. Interactive models 3.31. Input Output Controls 3.32. Sensitivity AnalysisIndex of itemsDefined FunctionsSTEPMIN-MAXPULSEIF THEN ELSERANDOMRAMPABSEXPXIDZANDDELAY-SMOOTHTables or LookupsInternal table External tableModel SettingsInitial time not 0Units CheckTime Step valuesStock and Flow DiagramDraw a bi-flowMerge modelsShadow variablesCounter of TimeMultiple viewsAdd commentsInitial value of a StockQualitative variablesCausal Loop DiagramImages on the SFDCurved flowsDelay markSimulationsCompare simulationsReference Mode Simulate SetupSyntheSimIntegration methodOutputsOutput graphsOutput tablesCauses-strip toolLine MarkersX-Y graph
Introduction To System Dynamic Modelling And Vensim Software
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Author : Hasimah Sapiri
language : en
Publisher: UUM Press
Release Date : 2017-01-01
Introduction To System Dynamic Modelling And Vensim Software written by Hasimah Sapiri and has been published by UUM Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-01 with Computers categories.
System dynamics simulation modelling technique is taught to students at undergraduate and graduate levels. The students are taught how to develop a system dynamics model of the system under study. This book is written to help students understand the concepts and fundamental elements of system dynamics simulation, and provide a step-by-step guide in conducting a system dynamics study. This book is suitable for students who are studying system dynamics simulation modelling at undergraduate and graduate levels. It offers the concepts and application of system dynamics as well as provides an approach for modelling effectively. Having read this book, the reader will be able to: Learn the concept of system dynamics simulation and its application, Understand the important steps of modelling process, and Conduct a system dynamics study successfully.
System Dynamics
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Author : Ernest O. Doebelin
language : en
Publisher: CRC Press
Release Date : 1998
System Dynamics written by Ernest O. Doebelin and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 1998 with Technology & Engineering categories.
Maintaining an optimal blend of theory and practice, this readily accessible reference/text details the utility of system dynamics for analysis and design of mechanical, electrical, fluid, thermal, and "mixed" engineering systems-addressing topics from system elements and simple first- and second-order systems to complex lumped- and distributed-parameter models of practical machines and processes. Emphasizing digital simulation and integrating frequency-response methods throughout, System Dynamics furnishes up-to-date and thorough discussions on relations between real system components and ideal math models continuous-time dynamic system simulation methods, such as MATLAB/SIMULINK analytical techniques, such as classical D-operator and Laplace transform methods for differential equation solutions and linearization methods vibration, electromechanics, and mechatronics Fourier spectrum treatment of periodic functions, and transients and much more! System Dynamics also contains a host of self-study and pedagogical features that will make it a useful companion for years to come, such as easy-to-understand simulation diagrams and results applications to real-life systems--including actual industrial hardware intentional use of nonlinearity to achieve optimal designs numerous end-of-chapter problems and worked examples over 1425 graphs, equations, and drawings throughout the text the latest references to key sources in the literature Serving as a foundation for engineering experience, System Dynamics is a valuable reference for mechanical, system, control/instrumentation, and sensor/actuator engineers as well as an indispensable textbook for undergraduate students taking courses such as Dynamic Systems in departments of mechanical, aerospace, electrical, agricultural, and industrial engineering and engineering physics.