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Simulation Engineering


Camera Anja Michaela Kaiser
by Dr. Umut Durak

in winter semester 2015/2016

Course number: W 1269

• Introduction to Simulation Engineering
• Simulating Continuous Systems
• Simulating Discrete Systems
• Basic Elements of Simulations
• Monte Carlo Simulation
• Real Time Simulation
• Distributed Simulation
• Visualization
• Simulation Engineering Process
• Conceptual Modeling and Requirements Engineering
• Simulation Tools and Languages
• Simulation Design and Implementation
• Verification and Validation
• Simulation Project Management

Additional information about the lecture:
Institut für Informatik or in the directory of lectures

620 Views

Lectures


A Gentle Introduction

Lecture no. 1
Recording date: 21.Sep.2016 | 103 Views

01:32:42

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Topics:
Overview and Introduction, Outline, System, Model, Simple Simulation Example,
Simulation Experiment

Simulating Continuous Systems

Lecture no. 2
Recording date: 21.Sep.2016 | 67 Views

01:21:48

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Topics:
Basic Concepts;
Modelling Approach; Simulation Methodology; Examples: Predator-Prey, Mass Spring Dashpot; Practice Hour: Trapeze Simulation

Simulating Discrete and Hybrid Systems

Lecture no. 3
Recording date: 21.Sep.2016 | 74 Views

01:08:57

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Topics:
Concepts in discrete systems simulation: state variables, events, attributes, time advance mechanisms; Single server queuing system example; A gentle introduction to hybrid system simulation

Basic Elements of Simulations

Lecture no. 4
Recording date: 21.Sep.2016 | 86 Views

01:05:39

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Topics:
Basic building blocks of continous system simulations: integration algorithms, step sizing, stability, stiffness; Basic building blocks of discrete system simulations: random variables, probability, distribution functions

Monte Carlo Simulation

Lecture no. 5
Recording date: 21.Sep.2016 | 45 Views

01:02:26

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Topics:
Input modeling, output analysis; Monte Carlo simulation concept, methodology and components; Sensivity analysis

Real Time Simulation

Lecture no. 6
Recording date: 21.Sep.2016 | 40 Views

01:18:52

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Topics:
What is real time simulation?; Real time development concepts: determinism, tasks, scheduling, framing, operating systems, operating system interfaces; A Sample implementation using a real time simulation framework (2Simulate)

Distributed Simulation

Lecture no. 7
Recording date: 21.Sep.2016 | 38 Views

01:12:34

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Topics:
What is distributed simulation?; From SIMNET to DIS and HLA; Pairwise Protocols; Distributed Spring Mass Dashpot

Visualization

Lecture no. 8
Recording date: 21.Sep.2016 | 29 Views

01:04:15

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Topics:
2D Graphics, Visualization, 3D Graphics

Simulation Engineering Process

Lecture no. 9
Recording date: 21.Sep.2016 | 33 Views

00:59:43

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Topics:
Steps, roles and stake holders, products and assets, activities and outcomes, recommended tasks

Conceptual Modeling and Requirements Engineering

Lecture no. 10
Recording date: 21.Sep.2016 | 33 Views

01:12:46

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Topics:
Simulation requirements; Simulation scenarios; Conceptual model development: methods and tools

Simulation Tools and Languages

Lecture no. 11
Recording date: 21.Sep.2016 | 16 Views

00:49:19

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Topics:
Simulation tool and language categories, graphical modeling, equations modeling, HIL tools, libraries etc.; Modelica and Modelica Environments: Open Modelica, JModelica, Matlab/Simulink, Octave and SciLab; Arena, JaamSim

Simulation Design and Implementation

Lecture no. 12
Recording date: 21.Sep.2016 | 23 Views

01:19:05

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Topics:
Simulation design: selecting tools and infrastructures, designing data structures and databases, designing software; Model based simulation develpment, code generation and integration

Verification and Validation

Lecture no. 13
Recording date: 21.Sep.2016 | 17 Views

00:56:05

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Topics:
Verification and Validation basic definitions; Informal Validation and Verification: inspection and face validation; Static Verification: control and data analysis, cause and effects; Dynamic Validation and Verification: sensitivy analysis, predictive validation, regression analysis; Formal Validation; V&V planning

Simulation Project Management

Lecture no. 14
Recording date: 21.Sep.2016 | 16 Views

00:44:10

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Topics:
Simulation project management basics: resources and scheduling, risks and risk management, simulation assets, configuration and change management

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