01.introduction

Simulasi Komputer
Chapter 01.Introduction to Simulation
Dari buku Simulation with Promodel
Harrell−Ghosh−Bowden
Dipresentasikan Oleh
Rio Aurachman, MT

Kecelakaan Pesawat
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
4.Melakukan Simulasi
5.Penerapan Simulasi
6.Kapan mensimulasikan
7.Kualifikasi Simulasi
8.Justifikasi Ekonomis
9.Sumber Informasi
11.Rangkuman
Sub chapter
hereandnow.wbur.org

Simulator Pesawat
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
www.youtube.com

Menjawab
• What is simulation?
• Why is simulation used?
• How is simulation performed?
• When and where should simulation
be used?
• What are the qualifications for
doing simulation?
• How is simulation economically
justified?
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter

Simulasi Adalah
• “to repro-duce the conditions of a situation, as
by means of a model, for study or testing or
training, etc.” (The Oxford American
Dictionary, 1980)
• “the modeling of a process or system in such a
way that the model mimics the response of the
actual system to events that take place over
time. (Schriber, 1987)”
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
bitrebels.com

Simulasi Masa Kini
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
www.promodel.com

Trial and Error
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: www.nature.com

Complex System
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
www.teengazette.comSumber gambar:

Mencegah Error
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: i-mie.com

Memahami Detail
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar:

Coba dan Lihat
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: www.pinterest.com

Modelling Process
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: www.cems.uwe.ac.uk

Proses Simulasi
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: simulation with Promodel

To Evaluate
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: blog.commlabindia.com

PENERAPAN SIMULASI
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

Fortran
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: en.wikipedia.org

Simulasi menjadi Trend
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: www.simulationsoftware.com

Mengapa Bisa?
• Increased awareness and
understanding of simulation
technology.
• Increased availability, capability,
and ease of use of simulation
software.
• Increased computer memory and
processing speeds, especially of
PCs.
• Declining computer hardware and
software costs.
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar:

Kian Umum
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: www.globalstressengineers.info

Manufacture
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: blog.industrysoftware.automation.siemens.com

komunikasi
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: www.abbymedcalf.com

Training dan Pelatihan
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: cognitiveperformancegroup.com

Mengambil Keputusan
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: split-designs.com

Penerapan Simulasi
• Work-flow planning.
• Throughput analysis.
• Capacity planning.
• Productivity improvement.
• Cycle time reduction.
• Layout analysis.
• Staff and resource planning.
• Line balancing.
• Work prioritization.
• Batch size optimization.
• Bottleneck analysis.
• Production scheduling.
• Quality improvement.
• Resource scheduling.
• Cost reduction.
• Maintenance scheduling.
• Inventory reduction.
• Control system design.
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar:

KAPAN SIMULASI
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

Overkill
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: unturned.wikia.com

• An operational (logical or quantitative)
decision is being made.
• The process being analyzed is well
defined and repetitive.
• Activities and events are
interdependent and variable.
• The cost impact of the decision is
greater than the cost of doing
thesimulation.
• The cost to experiment on the actual
system is greater than the cost
ofsimulation
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar:

Quantitative?
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: sphcm.med.unsw.edu.au

Well defined and repetitive?
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: dovga.com

interdependent and
variable?
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: questgarden.com

Impact cost?
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: www.socialmediaexaminer.com

Experiment Cost?
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: dailyalchemy.com

Other Situation
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
Sub chapter
Sumber gambar: www.pinterest.com

KUALIFIKASI SIMULASI
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

Unqualified?
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.makealivingwriting.com

Produk Software Simulasi
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.cardsplmsolutions.nl

Unqualified?
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.shutterstock.com

Kompetensi
• Project management.
• Communication
• Systems engineering.
• Statistical analysis and design of
experiments.
• Modeling principles and concepts.
• Basic programming and computer skills.
• Training on one or more simulation
products.
• Familiarity with the system being
investigated.
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

Abstract Thinker
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
storify.com

Consultant
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.mbaadmissionscoach.com

JUSTIFIKASI EKONOMI
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

Cost
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.healthitoutcomes.com

System Implementation
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.cati.com

Biaya tidak Diketahui
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
saptarshidas.wordpress.com

Menilai Resiko Tanpa
Simulasi
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
blog.avatier.com

Membutuhkan Justifikasi
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.dreamstime.com

Error Design in Simulation
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.wikistrat.com

Unpredicted Cost
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.canstockphoto.com

Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

Example Container
Planning
• 3000 to 2250
• Saving $528,375
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
cliparto.com

Simulation Create
Confidence
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.dreamstime.com

Simulasi Meningkatkan
Produktifitas
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.comsol.com

Simulation in GE Nuclear
Energy
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
geh-canada.ca

Simulation in Stamped
Alumunium Manufacturer
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.jaguarlandrover.com

Simulation in Diagnostic
Laboratory
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.cmcc.ca

Productivity Improvement
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
ruhrelevant.com

SUMBER INFORMASI
PERKEMBANGAN SIMULASI
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

Perkembangan
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.dlr.de

Sumber Informasi
• Conferences and workshops sponsored by
vendors and professional
• societies (such as, Winter Simulation
Conference and the IIE Conference).
• Professional magazines and journals (IIE
Solutions, International Journalof Modeling and
Simulation, and the like).
• Websites of vendors and professional societies
(www.promodel.com,www.scs.org, and so on).
• Demonstrations and tutorials provided by
vendors (like those on theProModel CD).
• Textbooks (like this one).
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

SUMMARY
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman

Quick Design and
Simulation
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
tomazon.deviantart.com

Only Simulation
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.shmula.com

Fun in Design
Sub chapter
Sumber gambar:
CHAPTER 1
1.Introduction
2.Apa itu Simulasi
3.Mengapa Simulasi
9.Sumber Informasi
11.Rangkuman
www.dreamstime.com

01.introduction

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01.introduction