System Modeling And Simulation U2013 An Introduction

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Faculty of Engineering
Gadjah Mada University
System Modeling and Simulation
Part 2: System Simulation
1 – An Introduction
Andi Sudiarso
Mechanical & Industrial Engineering
¾
To understand system thinking and approach using
system characterisation, modeling, and analysis
¾
To solve real world problems using analytical and/or
simulation approaches
(Curriculum 2006, JTMI)
Objectives
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System characterisations, such as input variables (input
factors, decision variables), output variables
(performance measures) and system parameters
(internals)
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Other characterisations, such as open or close models,
deterministic or stochastic, dynamic or static, discrete or
continuous, etc.
¾
Application of system thinking and approach to build
analytical model and/or simulation model
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System modeling from problem definition, system
characterisation, model formulation, parameter
estimation, model interpretation, model analysis and
validation, and model implementation
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System simulation
(Curriculum JTMI)
Outcomes
Materials (1)
Concepts and definitions: system, state, and model
Model: functions, benefits, and applications
Basic principles of modeling process
System thinking and approach to solve real problems
Modeling 1: problem definition and system
characterisation, activity cycle diagram
Modeling 2: model formulation, static models,
continuous-deterministic models, and discrete-
stochastic models
Materials (2)
Modeling 3: discrete-event simulation models
Modeling 4: parameter estimation, analytical solution
and simulation
Modeling 5: model validation based on assumptions
and responses (behaviours)
Modeling 6: experiments with model, sensitivity and
performance analysis, comparative study of modeling
alternatives, optimisation
Model interpretation and implementation
System simulation and study cases
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