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Author: Tayfur Altiok
Publisher: Elsevier
ISBN: 0080548954
Category : Technology & Engineering
Languages : en
Pages : 462
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Book Description
Simulation Modeling and Analysis with Arena is a highly readable textbook which treats the essentials of the Monte Carlo discrete-event simulation methodology, and does so in the context of a popular Arena simulation environment. It treats simulation modeling as an in-vitro laboratory that facilitates the understanding of complex systems and experimentation with what-if scenarios in order to estimate their performance metrics. The book contains chapters on the simulation modeling methodology and the underpinnings of discrete-event systems, as well as the relevant underlying probability, statistics, stochastic processes, input analysis, model validation and output analysis. All simulation-related concepts are illustrated in numerous Arena examples, encompassing production lines, manufacturing and inventory systems, transportation systems, and computer information systems in networked settings. - Introduces the concept of discrete event Monte Carlo simulation, the most commonly used methodology for modeling and analysis of complex systems - Covers essential workings of the popular animated simulation language, ARENA, including set-up, design parameters, input data, and output analysis, along with a wide variety of sample model applications from production lines to transportation systems - Reviews elements of statistics, probability, and stochastic processes relevant to simulation modeling
Author: Tayfur Altiok
Publisher: Elsevier
ISBN: 0080548954
Category : Technology & Engineering
Languages : en
Pages : 462
Get Book Here
Book Description
Simulation Modeling and Analysis with Arena is a highly readable textbook which treats the essentials of the Monte Carlo discrete-event simulation methodology, and does so in the context of a popular Arena simulation environment. It treats simulation modeling as an in-vitro laboratory that facilitates the understanding of complex systems and experimentation with what-if scenarios in order to estimate their performance metrics. The book contains chapters on the simulation modeling methodology and the underpinnings of discrete-event systems, as well as the relevant underlying probability, statistics, stochastic processes, input analysis, model validation and output analysis. All simulation-related concepts are illustrated in numerous Arena examples, encompassing production lines, manufacturing and inventory systems, transportation systems, and computer information systems in networked settings. - Introduces the concept of discrete event Monte Carlo simulation, the most commonly used methodology for modeling and analysis of complex systems - Covers essential workings of the popular animated simulation language, ARENA, including set-up, design parameters, input data, and output analysis, along with a wide variety of sample model applications from production lines to transportation systems - Reviews elements of statistics, probability, and stochastic processes relevant to simulation modeling
Author: Tayfur Altiok
Publisher: Springer Science & Business Media
ISBN: 0387947736
Category : Business & Economics
Languages : en
Pages : 372
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Book Description
The past two decades have seen a great deal of research into the stochastic modelling of production, manufacturing, and inventory systems for the purpose of improving their performance. This book provides a graduate-level introduction to these techniques covering exact, approximate, and numerical techniques. The author has aimed to strike a balance between theoretical issues and the practical aspects of modelling manufacturing systems. It is based on graduate courses given to operations research and industrial engineering students and includes numerous examples and exercises.
Author: Tayfur Altiok
Publisher: Springer Science & Business Media
ISBN: 1461219248
Category : Business & Economics
Languages : en
Pages : 366
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Book Description
Manufacturing industries are devoted to producing high-quality products in the most economical and timely manner. Quality, economics, and time not only indicate the customer-satisfaction level, but also measure the manufacturing per formance of a company. Today's manufacturing environments are becoming more and more complex, flexible, and information-intensive. Companies invest into the information technologies such as computers, communication networks, sensors, actuators, and other equipment that give them an abundance of information about their materials and resources. In the face of global competition, a manufacturing company's survival is becoming more dependent on how best this influx of in formation is utilized. Consequently, there evolves a great need for sophisticated tools of performance analysis that use this information to help decision makers in choosing the right course of action. These tools will have the capability of data analysis, modeling, computer simulation, and optimization for use in designing products and processes. International competition also has had its impact on manufacturing education and the government's support of it in the US. We see more courses offered in this area in industrial engineering and manufacturing systems engineering departments, operations research programs, and business schools. In fact, we see an increasing number of manufacturing systems engineering departments and manufacturing research centers in universities not only in the US but also in Europe, Japan, and many developing countries.
Author: MengChu Zhou
Publisher: World Scientific
ISBN: 9789810230296
Category : Technology & Engineering
Languages : en
Pages : 432
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Book Description
One critical barrier leading to successful implementation of flexible manufacturing and related automated systems is the ever-increasing complexity of their modeling, analysis, simulation, and control. Research and development over the last three decades has provided new theory and graphical tools based on Petri nets and related concepts for the design of such systems. The purpose of this book is to introduce a set of Petri-net-based tools and methods to address a variety of problems associated with the design and implementation of flexible manufacturing systems (FMSs), with several implementation examples.There are three ways this book will directly benefit readers. First, the book will allow engineers and managers who are responsible for the design and implementation of modern manufacturing systems to evaluate Petri nets for applications in their work. Second, it will provide sufficient breadth and depth to allow development of Petri-net-based industrial applications. Third, it will allow the basic Petri net material to be taught to industrial practitioners, students, and academic researchers much more efficiently. This will foster further research and applications of Petri nets in aiding the successful implementation of advanced manufacturing systems.
Author: Mor Harchol-Balter
Publisher: Cambridge University Press
ISBN: 1107027500
Category : Computers
Languages : en
Pages : 573
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Book Description
Written with computer scientists and engineers in mind, this book brings queueing theory decisively back to computer science.
Author: Elliot Bendoly
Publisher: Oxford University Press
ISBN: 0190239328
Category : Business & Economics
Languages : en
Pages : 441
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Book Description
The Handbook of Behavioral Operations Management provides easy-to-access insights into why associated behavioral phenomena exist in specific production and service settings, illustrated through ready-to-play games and activities that allow instructors to demonstrate the phenomena in class settings along with applicable prescriptions for practice. By design the text serves a dual role as a desk/training reference to those practitioners already in the field and presents a comprehensive framework for viewing behavioral operations from a systems perspective. As an interdisciplinary book relating the dynamics of human behavior to operations management, this handbook is an essential resource for practitioners seeking to develop greater system understanding among their workers, as well as for instructors interested in emphasizing the practical relevance of behavior in operational settings.
Author: George Liberopoulos
Publisher: Springer Science & Business Media
ISBN: 3540290575
Category : Business & Economics
Languages : en
Pages : 363
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Book Description
Manufacturing systems rarely perform exactly as expected and predicted. Unexpected events, such as order changes, equipment failures and product defects, affect the performance of the system and complicate decision-making. This volume is devoted to the development of analytical methods aiming at responding to variability in a way that limits its corrupting effects on system performance. The book includes fifteen novel chapters that mostly focus on the development and analysis of performance evaluation models of manufacturing systems using decomposition-based methods, Markovian and queuing analysis, simulation, and inventory control approaches. They are organized into four distinct sections to reflect their shared viewpoints: factory design, unreliable production lines, queuing network models, production planning and assembly.
Author: Levent Yilmaz
Publisher: John Wiley & Sons
ISBN: 3527407812
Category : Technology & Engineering
Languages : en
Pages : 550
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Book Description
The only book to present the synergy between modeling and simulation, systems engineering, and agent technologies expands the notion of agent-based simulation to also deal with agent simulation and agent-supported simulation. Accessible to both practitioners and managers, it systematically addresses designing and building agent systems from a systems engineering perspective.
Author: National Academy of Engineering
Publisher: National Academies Press
ISBN: 0309046785
Category : Technology & Engineering
Languages : en
Pages : 282
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Book Description
Some 70 percent of U.S. manufacturing output currently faces direct foreign competition. While American firms understand the individual components of their manufacturing processes, they must begin to work with manufacturing systems to develop world-class capabilities. This new book identifies principles-termed foundations-that have proved effective in improving manufacturing systems. Authored by an expert panel, including manufacturing executives, the book provides recommendations for manufacturers, leading to specific action in three areas: Management philosophy and practice. Methods used to measure and predict the performance of systems. Organizational learning and improving system performance through technology. The volume includes in-depth studies of several key issues in manufacturing, including employee involvement and empowerment, using learning curves to improve quality, measuring performance against that of the competition, focusing on customer satisfaction, and factory modernization. It includes a unique paper on jazz music as a metaphor for participative manufacturing management. Executives, managers, engineers, researchers, faculty, and students will find this book an essential tool for guiding this nation's businesses toward developing more competitive manufacturing systems.
Author: Guy L. Curry
Publisher: Springer Science & Business Media
ISBN: 3642166180
Category : Technology & Engineering
Languages : en
Pages : 350
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Book Description
This text presents the practical application of queueing theory results for the design and analysis of manufacturing and production systems. This textbook makes accessible to undergraduates and beginning graduates many of the seemingly esoteric results of queueing theory. In an effort to apply queueing theory to practical problems, there has been considerable research over the previous few decades in developing reasonable approximations of queueing results. This text takes full advantage of these results and indicates how to apply queueing approximations for the analysis of manufacturing systems. Support is provided through the web site http://msma.tamu.edu. Students will have access to the answers of odd numbered problems and instructors will be provided with a full solutions manual, Excel files when needed for homework, and computer programs using Mathematica that can be used to solve homework and develop additional problems or term projects. In this second edition a separate appendix dealing with some of the basic event-driven simulation concepts has been added.
