Modeling and Simulation in the Systems Engineering Life Cycle (eBook)

Core Concepts and Accompanying Lectures

Margaret L. Loper (Herausgeber)

eBook Download: PDF

2015 | 2015
XIX, 410 Seiten
Springer London (Verlag)
978-1-4471-5634-5 (ISBN)

Infos

This easy to read text 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. 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 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; 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.

Inhalt

Part I: Modeling & Simulation FundamentalsIntroduction to Modeling & SimulationMargaret Loper and Andy RegisterThe Modeling & Simulation Lifecycle ProcessMargaret LoperFidelity, Resolution, Accuracy, and UncertaintyDale PaceConceptual ModelingCharles TurnitsaTypes of ModelsRobert SargentModel Verification & ValidationRobert SargentPart II: Methods and MethodologiesModeling the EnvironmentRobert RichbourgModeling BehaviorAmy Henninger and Betty WhitakerModeling TimeMargaret LoperDiscrete Event SimulationDave Goldsman and Paul GoldsmanContinuous Time SimulationAndy RegisterAgent Based SimulationBetty WhitakerSystem Dynamics SimulationBetty WhitakerHardware-in-the-Loop SimulationRon OganHuman-in-the-Loop SimulationDennis FoldsPart III: Experimentation, Execution & ResultsDesign of ExperimentsSteve GordonSurrogate ModelingTommer Ender and Santiago Balestrini-RobinsonMonte Carlo AnalysisAndy RegisterWargamesJoe SaurDistributed Simulation & ArchitecturesMargaret LoperPart IV: Introduction to Systems EngineeringSystems Engineering FundamentalsCarlee BishopIntroduction to Systems ThinkingTom McDermottModel Based Systems EngineeringThomas HollandPart V: M&S in Systems Engineering Life CycleReal-time Data Driven Arterial Simulation for Performance Measure EstimationDwayne Henclewood, Wonho Suh, Angshuman Guin, Randall Guensler, Richard Fujimoto and Michael HunterRotorcraft Pilot's AssociateKendra Befort and Bill BakerFramework Assessing Cost and TechnologyTommer Ender, Daniel C. Browne, Michael O’Neal and William W. YatesModel Based Systems Engineering: Extracorporeal Membrane Oxygenation (ECMO) TherapyNathan Adams, L. Drew Pihera, Stephen Blalock and Matthew PadenComputational Modeling of Complex Enterprise Systems: A Multi-Level ApproachRahul Basole and Doug BodnerReal Time Simulation of a Nuclear Power Plant with Embedded HardwareBrian BerenbachReturn on Investment Metrics for Funding Modeling and SimulationSteve Gordon

Produkt-Details

• Erscheint lt. Verlag: 30.4.2015
• Reihe/Serie: Simulation Foundations, Methods and Applications
• Reihe/Serie: Simulation Foundations, Methods and Applications
• Zusatzinfo: XIX, 410 p. 165 illus., 6 illus. in color.
• Verlagsort: London
• Sprache: englisch
• Themenwelt: Mathematik / Informatik ► Informatik ► Theorie / Studium
• Themenwelt: Technik
• Schlagworte: Modeling and Simulation • Modeling and Simulation Methodologies • Systems Engineering Fundamentals • Systems Engineering Life Cycle • systems thinking
• ISBN-10: 1-4471-5634-X / 144715634X
• ISBN-13: 978-1-4471-5634-5 / 9781447156345