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Simulation Engineering

by Dr. Umut Durak

15:48 hrs1.108 Views29.Oct.2015
Camera Anja Michaela Kaiser

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Lectures


A Gentle Introduction

Lecture no. 1

01:32 hrs21.Sep.2016138 Views

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

Simulating Continuous Systems

Lecture no. 2

01:21 hrs21.Sep.2016124 Views

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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

01:08 hrs21.Sep.2016127 Views

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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

01:05 hrs21.Sep.2016132 Views

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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

01:02 hrs21.Sep.201686 Views

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

Real Time Simulation

Lecture no. 6

01:18 hrs21.Sep.201684 Views

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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

01:12 hrs21.Sep.201678 Views

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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

01:04 hrs21.Sep.201658 Views

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Topics:
2D Graphics, Visualization, 3D Graphics

Simulation Engineering Process

Lecture no. 9

59:43 min21.Sep.201662 Views

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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

01:12 hrs21.Sep.201666 Views

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

Simulation Tools and Languages

Lecture no. 11

49:19 min21.Sep.201634 Views

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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

01:19 hrs21.Sep.201637 Views

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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

56:05 min21.Sep.201645 Views

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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

44:10 min21.Sep.201637 Views

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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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