Matakuliah
Tahun
Versi
: H0332/Simulasi dan Permodelan
: 2005
: 1/1
Pertemuan #1
Introduction
1
Deskripsi
Matakuliah ini memberikan gambaran
kepada mahasiswa tentang ruang lingkup
permodelan dan simulasi, dasar
pengembangan model baik sistem antrian
maupun sitem dinamik serta metode
penyusunan simulasinya.
2
Learning Outcomes
Pada akhir perkuliahan matakuliah ini,
diharapkan mahasiswa akan mampu :
• Mahasiswa akan dapat merancangkan
model sistem antrian
• Mahasiswa akan dapat merancangkan
model sistem dinamik
3
Sylabus
1.
2.
3.
4.
5.
6.
7.
8.
9.
10.
11.
12.
13.
Introduction
Probability and Statistics
Probability Distribution
Random Number Generator
Generating Random Variates
Queuing System (OFC)
Mechanical System
Electrical System
Fluid System
Thermal System
Mixed Discipline System
Runge Kutta (OFC)
Dynamic System (OFC)
4
Learning Outcomes
Pada akhir pertemuan ini, diharapkan
mahasiswa akan mampu :
• Mahasiswa dapat menerangkan konsep
dasar permodelan (C2)
5
Outline Materi
• Introduction
• Step in Modeling Systems
• Step in A Simulation Study
6
Introduction
• Static Systems vs. Dynamic System
•
•
•
•
Systems
Models
Modeling
Simulation
•
•
•
•
Response system
Input - Output
Transient
Steady State
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Step in Modeling Systems
Original Design
Modification
Actual Physical
Dynamic System
Determine Effect
to Be Considered
Modeler’s Perception
of Dynamic System
Write Component and
System Equations
Mathematical
Representation
Classical Differential Equations
Transfer Function
State-Space Equation
Calculated Response
Analytic Solution
Digital Simulation
Analog Simulation
Performance Analysis
Static Gain
Disturbance Sensitivity
Dynamic Characteristics
8
Step in Modeling Systems
System
Validation
Establish
Credibility
Analysis and data
Conceptual
Model
Verification
Programming
Simulation
Program
Validation
Make model runs
“Correct” Result
Available
Establish
Credibility
Sell results to
management
Result
Implemented
9
Step in Modeling Systems
Historical system
input data
Historical system
input data
Actual System
Simulation Model
Compare
System output data
Model output data
10
Step in A Simulation Study
Formulated problem
and plant the study
A
Collect data and
define a model
Design experiment
No
Valid ?
Make production runs
Yes
Construct a computer
program and verify
Analysis output data
Make pilot runs
Document, present,
and implement result
No
Valid ?
Yes
A
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