Modeling and Simulation in the Systems Engineering Life Cycle

Core Concepts and Accompanying Lectures

Buch | Hardcover

410 Seiten

2015
Springer London Ltd (Verlag)
978-1-4471-5633-8 (ISBN)

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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.

Part I: Modeling & Simulation Fundamentals.- Introduction to Modeling & Simulation.- The Modeling & Simulation Lifecycle Process.- Fidelity, Resolution, Accuracy and Uncertainty.- Conceptual Modeling.- Types of Models.- Model Verification & Validation.- Part II: Methods and Methodologies.- Modeling the Environment.- Modeling Behavior.- Modeling Time.- Discrete Event Simulation.- Continuous Time Simulation.- Agent Based Simulation.- System Dynamics Simulation.- Hardware-in-the-Loop Simulation.- Human-in-the-Loop Simulation.- Part III: Experimentation, Execution & Results.- Design of Experiments.- Surrogate Modeling.- Monte Carlo Analysis.- Wargames.- Distributed Simulation & Architectures.- Part IV: Introduction to Systems Engineering.- Systems Engineering Fundamentals.- Introduction to Systems Thinking.- Model Based Systems Engineering.- Part V: M&S in Systems Engineering Life Cycle.- Real-time Data Driven Arterial Simulation for Performance Measure Estimation.- Rotorcraft Pilot's Associate.- Framework Assessing Cost and Technology.- Model Based Systems Engineering: Extracorporeal Membrane Oxygenation (ECMO) Therapy.- Computational Modeling of Complex Enterprise Systems: A Multi-Level Approach.- Real Time Simulation of a Nuclear Power Plant with Embedded Hardware.- Return on Investment Metrics for Funding Modeling and Simulation.

Reihe/Serie	Simulation Foundations, Methods and Applications
Zusatzinfo	6 Illustrations, color; 159 Illustrations, black and white; XIX, 410 p. 165 illus., 6 illus. in color.
Verlagsort	England
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Grafik / Design ► Digitale Bildverarbeitung
	Mathematik / Informatik ► Informatik ► Theorie / Studium
	Technik
Schlagworte	Modeling and Simulation • Modeling and Simulation Methodologies • Systems Engineering Fundamentals • Systems Engineering Life Cycle • systems thinking
ISBN-10	1-4471-5633-1 / 1447156331
ISBN-13	978-1-4471-5633-8 / 9781447156338
Zustand	Neuware