Modeling and Simulation in the Systems Engineering Life Cycle Core Concepts and Accompanying Lectures /

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...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Άλλοι συγγραφείς: Loper, Margaret L. (Επιμελητής έκδοσης)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: London : Springer London : Imprint: Springer, 2015.
Σειρά:Simulation Foundations, Methods and Applications,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
Πίνακας περιεχομένων:
  • 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.