Buch, Englisch, 410 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 7283 g
Core Concepts and Accompanying Lectures
Buch, Englisch, 410 Seiten, Paperback, Format (B × H): 155 mm x 235 mm, Gewicht: 7283 g
Reihe: Simulation Foundations, Methods and Applications
ISBN: 978-1-4471-7035-8
Verlag: Springer
This easy to read text/reference provides a broad introduction to the fundamental concepts of modeling and simulation (M&S) and systems engineering, highlighting how M&S is used across the entire systems engineering lifecycle. Each chapter corresponds to a short lecture covering a core topic in M&S or systems engineering.
Topics and features: reviews the full breadth of technologies, methodologies and uses of M&S, rather than just focusing on a specific aspect of the field; presents contributions from renowned specialists in each topic covered; introduces the foundational elements and processes that serve as the groundwork for understanding M&S; explores common methods and methodologies used in M&S, explaining the difference between these two similar sounding terms; discusses how best to design and execute experiments, covering the use of Monte Carlo techniques, surrogate modeling, and distributed simulation; explores the use of M&S throughout the systems development lifecycle, describing a number of methods, techniques, and tools available to support systems engineering processes; provides a selection of case studies illustrating the use of M&S in systems engineering across a variety of domains.
Designed to support both professional and undergraduate education in M&S, this helpful and authoritative work presents a comprehensive overview of the discipline, with an emphasis on the key concepts that systems engineers need to understand in order to be effective in their jobs.
Zielgruppe
Research
Autoren/Hrsg.
Fachgebiete
Weitere Infos & Material
Part I: Modeling & Simulation Fundamentals
Introduction to Modeling & Simulation
Margaret Loper and Andy Register
The Modeling & Simulation Lifecycle Process
Margaret Loper
Fidelity, Resolution, Accuracy, and Uncertainty
Dale Pace
Conceptual Modeling
Charles Turnitsa
Types of Models
Robert Sargent
Model Verification & Validation
Robert Sargent
Part II: Methods and Methodologies
Modeling the Environment
Robert Richbourg
Modeling Behavior
Amy Henninger and Betty Whitaker
Modeling Time
Margaret Loper
Discrete Event Simulation
Dave Goldsman and Paul Goldsman
Continuous Time Simulation
Andy Register
Agent Based Simulation
Betty Whitaker
System Dynamics Simulation
Betty Whitaker
Hardware-in-the-Loop Simulation
Ron Ogan
Human-in-the-Loop Simulation
Dennis Folds
Part III: Experimentation, Execution & Results
Design of Experiments
Steve Gordon
Surrogate Modeling
Tommer Ender and Santiago Balestrini-Robinson
Monte Carlo Analysis
Andy Register
Wargames
Joe Saur
Distributed Simulation & Architectures
Margaret Loper
Part IV: Introduction to Systems Engineering
Systems Engineering Fundamentals
Carlee Bishop
Introduction to Systems Thinking
Tom McDermott
Model Based Systems Engineering
Thomas Holland
Part V: M&S in Systems Engineering Life Cycle
Real-time Data Driven Arterial Simulation for Performance Measure Estimation
Dwayne Henclewood, Wonho Suh, Angshuman Guin, Randall Guensler, Richard Fujimoto and Michael Hunter
Rotorcraft Pilot's Associate
Kendra Befort and Bill Baker
Framework Assessing Cost and Technology
Tommer Ender, Daniel C. Browne, Michael O’Neal and William W. Yates
Model Based Systems Engineering: Extracorporeal Membrane Oxygenation (ECMO) Therapy
Nathan Adams, L. Drew Pihera, Stephen Blalock and Matthew Paden
Computational Modeling of Complex Enterprise Systems: A Multi-Level Approach
Rahul Basole and Doug Bodner
Real Time Simulation of a Nuclear Power Plant with Embedded Hardware
Brian Berenbach
Return on Investment Metrics for Funding Modeling and Simulation
Steve Gordon
