尊敬的 微信汇率:1円 ≈ 0.046166 元 支付宝汇率:1円 ≈ 0.046257元 [退出登录]
SlideShare a Scribd company logo
Simulation
and
Its Application
What is Simulation?
 An attempt to duplicate the features, appearance, and
characteristics of a real system
 To imitate a real-world situation mathematically
 To study its properties and operating characteristics
A simulator is a device that may use any combination of
sound, sight, motion and smell to make you feel that
you are experiencing an actual situation.
How is simulation done?
1. Problem Formulation
2. Setting of Objectives and Overall Project Plan
3. Model Conceptualization
4. Data Collection
5. Model Translation
6. Verification
7. Validation
8. Experimental Design
9. Production Run and Analysis
10. Documentation and Report
11. Implementation
Problem
Formulation
Setting of
Objectives and
Overall Project
Plan
Model
Conceptualization
Data
Collection
Model
Translation
Experimental Design
Production Run
& Analysis
More
Runs
?
Validat
ed?
Verified?
Documentation
& Reporting
Implementation
No
Yes
Yes
No
Yes
Yes
No
No
1.Flexibility to model things as they are (even if messy and complicated)
2.Estimated that 75% of computing power is used for various kinds of simulations
3.Real-world complications can be made easy
4.“Time compression” is possible
5.Allows “what-if” types of questions
6.Statistical design& analysis capabilities
7.Does not interfere with real-world systems
8.Can study the interactive effects of individual components or variables in order to
determine which ones are important in a system
Advantages of Simulation
Applications of Simulation
 Manufacturing applications
 Construction engineering and project management
 Military application
 Logistic supply chain and distribution application
 Transportation modes and traffic
 Learning environment
 Business process simulation
 Health care
 Network simulation
Manufacturing Applications
Construction engineering and project management
Military application
Business process simulation
Transportation modes and traffic
Learning environment
Health care
Network simulation
THANKS!
Any questions?
Presented By:–
ALESH DULAL
Bsc.CSIT (5th sem)
Sec ‘A’

More Related Content

What's hot

Simulation in Operation Research
Simulation in Operation ResearchSimulation in Operation Research
Simulation in Operation Research
Yamini Kahaliya
 
System concept in MIS
System concept in MISSystem concept in MIS
System concept in MIS
Mohammed Jasir PV
 
Operation research ppt chapter one
Operation research ppt   chapter oneOperation research ppt   chapter one
Operation research ppt chapter one
mitku assefa
 
Simulation Powerpoint- Lecture Notes
Simulation Powerpoint- Lecture NotesSimulation Powerpoint- Lecture Notes
Simulation Powerpoint- Lecture Notes
Kesavartinii Bala Krisnain
 
Value analysis
Value analysisValue analysis
Value analysis
Khakindra Duwal
 
Operations Research - Models
Operations Research - ModelsOperations Research - Models
Operations Research - Models
Sundar B N
 
System Development Life Cycle & Implementation of MIS
System Development Life Cycle & Implementation of MISSystem Development Life Cycle & Implementation of MIS
System Development Life Cycle & Implementation of MIS
George V James
 
Operation research and its application
Operation research and its applicationOperation research and its application
Operation research and its application
priya sinha
 
Operational research queuing theory
Operational research queuing theoryOperational research queuing theory
Operational research queuing theory
Vidhya Kannan
 
Introduction to Operations Research
Introduction to Operations ResearchIntroduction to Operations Research
Introduction to Operations Research
Victor Seelan
 
Implementation & Evaluation of MIS
Implementation & Evaluation of MISImplementation & Evaluation of MIS
Implementation & Evaluation of MIS
Manoj Kumar
 
Unit 2 monte carlo simulation
Unit 2 monte carlo simulationUnit 2 monte carlo simulation
Unit 2 monte carlo simulation
DevaKumari Vijay
 
Monte Carlo Simulation
Monte Carlo SimulationMonte Carlo Simulation
Monte Carlo Simulation
Deepti Singh
 
Applications of simulation in Business with Example
Applications of simulation in Business with ExampleApplications of simulation in Business with Example
Applications of simulation in Business with Example
Pratima Ray
 
Replacement Theory Models in Operations Research by Dr. Rajesh Timane
Replacement Theory Models in Operations Research by Dr. Rajesh TimaneReplacement Theory Models in Operations Research by Dr. Rajesh Timane
Replacement Theory Models in Operations Research by Dr. Rajesh Timane
Rajesh Timane, PhD
 
Steps in Simulation Study
Steps in Simulation StudySteps in Simulation Study
Steps in Simulation Study
Nalin Adhikari
 
Simulation, Modeling, it’s application, advantage & disadvantage
Simulation, Modeling, it’s application, advantage  &  disadvantageSimulation, Modeling, it’s application, advantage  &  disadvantage
Simulation, Modeling, it’s application, advantage & disadvantage
Kawsar Hamid Sumon
 
Decision Support System(DSS)
Decision Support System(DSS)Decision Support System(DSS)
Decision Support System(DSS)
Sayantan Sur
 
Inventory model (operation research)
Inventory model (operation research)Inventory model (operation research)
Inventory model (operation research)
Amrita Gharti
 
Monte carlo simulation
Monte carlo simulationMonte carlo simulation
Monte carlo simulation
Rajesh Piryani
 

What's hot (20)

Simulation in Operation Research
Simulation in Operation ResearchSimulation in Operation Research
Simulation in Operation Research
 
System concept in MIS
System concept in MISSystem concept in MIS
System concept in MIS
 
Operation research ppt chapter one
Operation research ppt   chapter oneOperation research ppt   chapter one
Operation research ppt chapter one
 
Simulation Powerpoint- Lecture Notes
Simulation Powerpoint- Lecture NotesSimulation Powerpoint- Lecture Notes
Simulation Powerpoint- Lecture Notes
 
Value analysis
Value analysisValue analysis
Value analysis
 
Operations Research - Models
Operations Research - ModelsOperations Research - Models
Operations Research - Models
 
System Development Life Cycle & Implementation of MIS
System Development Life Cycle & Implementation of MISSystem Development Life Cycle & Implementation of MIS
System Development Life Cycle & Implementation of MIS
 
Operation research and its application
Operation research and its applicationOperation research and its application
Operation research and its application
 
Operational research queuing theory
Operational research queuing theoryOperational research queuing theory
Operational research queuing theory
 
Introduction to Operations Research
Introduction to Operations ResearchIntroduction to Operations Research
Introduction to Operations Research
 
Implementation & Evaluation of MIS
Implementation & Evaluation of MISImplementation & Evaluation of MIS
Implementation & Evaluation of MIS
 
Unit 2 monte carlo simulation
Unit 2 monte carlo simulationUnit 2 monte carlo simulation
Unit 2 monte carlo simulation
 
Monte Carlo Simulation
Monte Carlo SimulationMonte Carlo Simulation
Monte Carlo Simulation
 
Applications of simulation in Business with Example
Applications of simulation in Business with ExampleApplications of simulation in Business with Example
Applications of simulation in Business with Example
 
Replacement Theory Models in Operations Research by Dr. Rajesh Timane
Replacement Theory Models in Operations Research by Dr. Rajesh TimaneReplacement Theory Models in Operations Research by Dr. Rajesh Timane
Replacement Theory Models in Operations Research by Dr. Rajesh Timane
 
Steps in Simulation Study
Steps in Simulation StudySteps in Simulation Study
Steps in Simulation Study
 
Simulation, Modeling, it’s application, advantage & disadvantage
Simulation, Modeling, it’s application, advantage  &  disadvantageSimulation, Modeling, it’s application, advantage  &  disadvantage
Simulation, Modeling, it’s application, advantage & disadvantage
 
Decision Support System(DSS)
Decision Support System(DSS)Decision Support System(DSS)
Decision Support System(DSS)
 
Inventory model (operation research)
Inventory model (operation research)Inventory model (operation research)
Inventory model (operation research)
 
Monte carlo simulation
Monte carlo simulationMonte carlo simulation
Monte carlo simulation
 

Viewers also liked

Lanner client TST discuss simulation application and benefit
Lanner client TST discuss simulation application and benefitLanner client TST discuss simulation application and benefit
Lanner client TST discuss simulation application and benefit
Lanner
 
A Peer-to-Peer Simulator
A Peer-to-Peer SimulatorA Peer-to-Peer Simulator
A Peer-to-Peer Simulator
Uwe Schmidt
 
ChaStrobe Application, a simulation-based scheduling software for repetitive ...
ChaStrobe Application, a simulation-based scheduling software for repetitive ...ChaStrobe Application, a simulation-based scheduling software for repetitive ...
ChaStrobe Application, a simulation-based scheduling software for repetitive ...
Chachrist Srisuwanrat
 
Dynamic Simulation for HFE & Control System Design Validation
Dynamic Simulation for HFE & Control System Design ValidationDynamic Simulation for HFE & Control System Design Validation
Dynamic Simulation for HFE & Control System Design Validation
GSE Systems, Inc.
 
computer simulation
computer simulationcomputer simulation
computer simulation
nadiaz08
 
Computer simulation
Computer simulationComputer simulation
Computer simulation
Adeel Khurram
 
Application and evaluation of advanced simulation with HPS in developing stud...
Application and evaluation of advanced simulation with HPS in developing stud...Application and evaluation of advanced simulation with HPS in developing stud...
Application and evaluation of advanced simulation with HPS in developing stud...
CITE
 
Computer simulation
Computer simulationComputer simulation
Computer simulation
Gudia Khan
 
Fracture fatigue simulation using meshfree methods
Fracture fatigue simulation using meshfree methodsFracture fatigue simulation using meshfree methods
Fracture fatigue simulation using meshfree methods
jeetender kushawaha
 
BluWireless: Millimetre Wave Technology for Gigabit Wireless Infrastructure
BluWireless: Millimetre Wave Technology for Gigabit Wireless InfrastructureBluWireless: Millimetre Wave Technology for Gigabit Wireless Infrastructure
BluWireless: Millimetre Wave Technology for Gigabit Wireless Infrastructure
techUK
 
Fault simulation – application and methods
Fault simulation – application and methodsFault simulation – application and methods
Fault simulation – application and methods
Subash John
 
Application of simulation in anesthesia Application of simulation in anesth...
Application of simulation in anesthesia 	 Application of simulation in anesth...Application of simulation in anesthesia 	 Application of simulation in anesth...
Application of simulation in anesthesia Application of simulation in anesth...
MedicineAndHealth
 
Cerebrospinal fluid
Cerebrospinal fluidCerebrospinal fluid
Cerebrospinal fluid
Farhad Jahanfar
 
The Grand Unified Theory of Autonomous Systems, Humans and Simulation
The Grand Unified Theory of Autonomous Systems, Humans and SimulationThe Grand Unified Theory of Autonomous Systems, Humans and Simulation
The Grand Unified Theory of Autonomous Systems, Humans and Simulation
Andy Fawkes
 
Gifi wireless Technology
Gifi wireless TechnologyGifi wireless Technology
Gifi wireless Technology
Tofik Kaida
 
Amniotic fluid
Amniotic fluidAmniotic fluid
Amniotic fluid
La Lura White
 
Simulation
SimulationSimulation
Gi fi Technology
Gi fi TechnologyGi fi Technology
Gi fi Technology
Roshan Patra
 
Smart antenna systems
Smart antenna systems Smart antenna systems
Smart antenna systems
Apoorva Shetty
 
Simulation and Modeling
Simulation and ModelingSimulation and Modeling
Simulation and Modeling
anhdbh
 

Viewers also liked (20)

Lanner client TST discuss simulation application and benefit
Lanner client TST discuss simulation application and benefitLanner client TST discuss simulation application and benefit
Lanner client TST discuss simulation application and benefit
 
A Peer-to-Peer Simulator
A Peer-to-Peer SimulatorA Peer-to-Peer Simulator
A Peer-to-Peer Simulator
 
ChaStrobe Application, a simulation-based scheduling software for repetitive ...
ChaStrobe Application, a simulation-based scheduling software for repetitive ...ChaStrobe Application, a simulation-based scheduling software for repetitive ...
ChaStrobe Application, a simulation-based scheduling software for repetitive ...
 
Dynamic Simulation for HFE & Control System Design Validation
Dynamic Simulation for HFE & Control System Design ValidationDynamic Simulation for HFE & Control System Design Validation
Dynamic Simulation for HFE & Control System Design Validation
 
computer simulation
computer simulationcomputer simulation
computer simulation
 
Computer simulation
Computer simulationComputer simulation
Computer simulation
 
Application and evaluation of advanced simulation with HPS in developing stud...
Application and evaluation of advanced simulation with HPS in developing stud...Application and evaluation of advanced simulation with HPS in developing stud...
Application and evaluation of advanced simulation with HPS in developing stud...
 
Computer simulation
Computer simulationComputer simulation
Computer simulation
 
Fracture fatigue simulation using meshfree methods
Fracture fatigue simulation using meshfree methodsFracture fatigue simulation using meshfree methods
Fracture fatigue simulation using meshfree methods
 
BluWireless: Millimetre Wave Technology for Gigabit Wireless Infrastructure
BluWireless: Millimetre Wave Technology for Gigabit Wireless InfrastructureBluWireless: Millimetre Wave Technology for Gigabit Wireless Infrastructure
BluWireless: Millimetre Wave Technology for Gigabit Wireless Infrastructure
 
Fault simulation – application and methods
Fault simulation – application and methodsFault simulation – application and methods
Fault simulation – application and methods
 
Application of simulation in anesthesia Application of simulation in anesth...
Application of simulation in anesthesia 	 Application of simulation in anesth...Application of simulation in anesthesia 	 Application of simulation in anesth...
Application of simulation in anesthesia Application of simulation in anesth...
 
Cerebrospinal fluid
Cerebrospinal fluidCerebrospinal fluid
Cerebrospinal fluid
 
The Grand Unified Theory of Autonomous Systems, Humans and Simulation
The Grand Unified Theory of Autonomous Systems, Humans and SimulationThe Grand Unified Theory of Autonomous Systems, Humans and Simulation
The Grand Unified Theory of Autonomous Systems, Humans and Simulation
 
Gifi wireless Technology
Gifi wireless TechnologyGifi wireless Technology
Gifi wireless Technology
 
Amniotic fluid
Amniotic fluidAmniotic fluid
Amniotic fluid
 
Simulation
SimulationSimulation
Simulation
 
Gi fi Technology
Gi fi TechnologyGi fi Technology
Gi fi Technology
 
Smart antenna systems
Smart antenna systems Smart antenna systems
Smart antenna systems
 
Simulation and Modeling
Simulation and ModelingSimulation and Modeling
Simulation and Modeling
 

Similar to Simulation and its application

Test analysis & design good practices@TDT Iasi 17Oct2013
Test analysis & design   good practices@TDT Iasi 17Oct2013Test analysis & design   good practices@TDT Iasi 17Oct2013
Test analysis & design good practices@TDT Iasi 17Oct2013
Tabăra de Testare
 
Using MLOps to Bring ML to Production/The Promise of MLOps
Using MLOps to Bring ML to Production/The Promise of MLOpsUsing MLOps to Bring ML to Production/The Promise of MLOps
Using MLOps to Bring ML to Production/The Promise of MLOps
Weaveworks
 
Proman
PromanProman
Proman
Van Dolino
 
Darius Silingas - From Model-Driven Testing - EuroSTAR 2010
Darius Silingas - From Model-Driven Testing - EuroSTAR 2010Darius Silingas - From Model-Driven Testing - EuroSTAR 2010
Darius Silingas - From Model-Driven Testing - EuroSTAR 2010
TEST Huddle
 
Continuous Intelligence Workshop
Continuous Intelligence WorkshopContinuous Intelligence Workshop
Continuous Intelligence Workshop
David Tan
 
Strata CA 2019: From Jupyter to Production Manu Mukerji
Strata CA 2019: From Jupyter to Production Manu MukerjiStrata CA 2019: From Jupyter to Production Manu Mukerji
Strata CA 2019: From Jupyter to Production Manu Mukerji
Manu Mukerji
 
Unit 6 Simulation.pptx
Unit 6 Simulation.pptxUnit 6 Simulation.pptx
Unit 6 Simulation.pptx
Hafiz20006
 
Prescriptive Analytics.pptx
Prescriptive Analytics.pptxPrescriptive Analytics.pptx
Prescriptive Analytics.pptx
DhruvPatel622666
 
Darius Silingas - From Model Driven Testing to Test Driven Modelling
Darius Silingas - From Model Driven Testing to Test Driven ModellingDarius Silingas - From Model Driven Testing to Test Driven Modelling
Darius Silingas - From Model Driven Testing to Test Driven Modelling
TEST Huddle
 
[2016/2017] RESEARCH in software engineering
[2016/2017] RESEARCH in software engineering[2016/2017] RESEARCH in software engineering
[2016/2017] RESEARCH in software engineering
Ivano Malavolta
 
Questions1
Questions1Questions1
Questions1
transformtoit
 
Software testing 2012 - A Year in Review
Software testing 2012 - A Year in ReviewSoftware testing 2012 - A Year in Review
Software testing 2012 - A Year in Review
Johan Hoberg
 
Modelling simulation (1)
Modelling simulation (1)Modelling simulation (1)
Modelling simulation (1)
Cathryn Kuteesa
 
Leave Product Development to the Dummies
Leave Product Development to the DummiesLeave Product Development to the Dummies
Leave Product Development to the Dummies
davidcolls
 
Re-thinking Test Automation and Test Process Modelling (in pictures)
Re-thinking Test Automation and Test Process Modelling (in pictures)Re-thinking Test Automation and Test Process Modelling (in pictures)
Re-thinking Test Automation and Test Process Modelling (in pictures)
Alan Richardson
 
#ATAGTR2021 Presentation : "Use of AI and ML in Performance Testing" by Adolf...
#ATAGTR2021 Presentation : "Use of AI and ML in Performance Testing" by Adolf...#ATAGTR2021 Presentation : "Use of AI and ML in Performance Testing" by Adolf...
#ATAGTR2021 Presentation : "Use of AI and ML in Performance Testing" by Adolf...
Agile Testing Alliance
 
Sbi simulation
Sbi simulationSbi simulation
Sbi simulation
Egart'z Sarawak
 
Machine learning yearning
Machine learning yearningMachine learning yearning
Machine learning yearning
mohammad pourheidary
 
Introduction to modeling_and_simulation
Introduction to modeling_and_simulationIntroduction to modeling_and_simulation
Introduction to modeling_and_simulation
Aysun Duran
 
Introduction to modeling_and_simulation
Introduction to modeling_and_simulationIntroduction to modeling_and_simulation
Introduction to modeling_and_simulation
mukmin91
 

Similar to Simulation and its application (20)

Test analysis & design good practices@TDT Iasi 17Oct2013
Test analysis & design   good practices@TDT Iasi 17Oct2013Test analysis & design   good practices@TDT Iasi 17Oct2013
Test analysis & design good practices@TDT Iasi 17Oct2013
 
Using MLOps to Bring ML to Production/The Promise of MLOps
Using MLOps to Bring ML to Production/The Promise of MLOpsUsing MLOps to Bring ML to Production/The Promise of MLOps
Using MLOps to Bring ML to Production/The Promise of MLOps
 
Proman
PromanProman
Proman
 
Darius Silingas - From Model-Driven Testing - EuroSTAR 2010
Darius Silingas - From Model-Driven Testing - EuroSTAR 2010Darius Silingas - From Model-Driven Testing - EuroSTAR 2010
Darius Silingas - From Model-Driven Testing - EuroSTAR 2010
 
Continuous Intelligence Workshop
Continuous Intelligence WorkshopContinuous Intelligence Workshop
Continuous Intelligence Workshop
 
Strata CA 2019: From Jupyter to Production Manu Mukerji
Strata CA 2019: From Jupyter to Production Manu MukerjiStrata CA 2019: From Jupyter to Production Manu Mukerji
Strata CA 2019: From Jupyter to Production Manu Mukerji
 
Unit 6 Simulation.pptx
Unit 6 Simulation.pptxUnit 6 Simulation.pptx
Unit 6 Simulation.pptx
 
Prescriptive Analytics.pptx
Prescriptive Analytics.pptxPrescriptive Analytics.pptx
Prescriptive Analytics.pptx
 
Darius Silingas - From Model Driven Testing to Test Driven Modelling
Darius Silingas - From Model Driven Testing to Test Driven ModellingDarius Silingas - From Model Driven Testing to Test Driven Modelling
Darius Silingas - From Model Driven Testing to Test Driven Modelling
 
[2016/2017] RESEARCH in software engineering
[2016/2017] RESEARCH in software engineering[2016/2017] RESEARCH in software engineering
[2016/2017] RESEARCH in software engineering
 
Questions1
Questions1Questions1
Questions1
 
Software testing 2012 - A Year in Review
Software testing 2012 - A Year in ReviewSoftware testing 2012 - A Year in Review
Software testing 2012 - A Year in Review
 
Modelling simulation (1)
Modelling simulation (1)Modelling simulation (1)
Modelling simulation (1)
 
Leave Product Development to the Dummies
Leave Product Development to the DummiesLeave Product Development to the Dummies
Leave Product Development to the Dummies
 
Re-thinking Test Automation and Test Process Modelling (in pictures)
Re-thinking Test Automation and Test Process Modelling (in pictures)Re-thinking Test Automation and Test Process Modelling (in pictures)
Re-thinking Test Automation and Test Process Modelling (in pictures)
 
#ATAGTR2021 Presentation : "Use of AI and ML in Performance Testing" by Adolf...
#ATAGTR2021 Presentation : "Use of AI and ML in Performance Testing" by Adolf...#ATAGTR2021 Presentation : "Use of AI and ML in Performance Testing" by Adolf...
#ATAGTR2021 Presentation : "Use of AI and ML in Performance Testing" by Adolf...
 
Sbi simulation
Sbi simulationSbi simulation
Sbi simulation
 
Machine learning yearning
Machine learning yearningMachine learning yearning
Machine learning yearning
 
Introduction to modeling_and_simulation
Introduction to modeling_and_simulationIntroduction to modeling_and_simulation
Introduction to modeling_and_simulation
 
Introduction to modeling_and_simulation
Introduction to modeling_and_simulationIntroduction to modeling_and_simulation
Introduction to modeling_and_simulation
 

Recently uploaded

Update 40 models( Solar Cell ) in SPICE PARK(JUL2024)
Update 40 models( Solar Cell ) in SPICE PARK(JUL2024)Update 40 models( Solar Cell ) in SPICE PARK(JUL2024)
Update 40 models( Solar Cell ) in SPICE PARK(JUL2024)
Tsuyoshi Horigome
 
Data Communication and Computer Networks Management System Project Report.pdf
Data Communication and Computer Networks Management System Project Report.pdfData Communication and Computer Networks Management System Project Report.pdf
Data Communication and Computer Networks Management System Project Report.pdf
Kamal Acharya
 
Call Girls In Tiruppur 👯‍♀️ 7339748667 🔥 Free Home Delivery Within 30 Minutes
Call Girls In Tiruppur 👯‍♀️ 7339748667 🔥 Free Home Delivery Within 30 MinutesCall Girls In Tiruppur 👯‍♀️ 7339748667 🔥 Free Home Delivery Within 30 Minutes
Call Girls In Tiruppur 👯‍♀️ 7339748667 🔥 Free Home Delivery Within 30 Minutes
kamka4105
 
SPICE PARK JUL2024 ( 6,866 SPICE Models )
SPICE PARK JUL2024 ( 6,866 SPICE Models )SPICE PARK JUL2024 ( 6,866 SPICE Models )
SPICE PARK JUL2024 ( 6,866 SPICE Models )
Tsuyoshi Horigome
 
🔥 Hyderabad Call Girls  👉 9352988975 👫 High Profile Call Girls Whatsapp Numbe...
🔥 Hyderabad Call Girls  👉 9352988975 👫 High Profile Call Girls Whatsapp Numbe...🔥 Hyderabad Call Girls  👉 9352988975 👫 High Profile Call Girls Whatsapp Numbe...
🔥 Hyderabad Call Girls  👉 9352988975 👫 High Profile Call Girls Whatsapp Numbe...
aarusi sexy model
 
🚺ANJALI MEHTA High Profile Call Girls Ahmedabad 💯Call Us 🔝 9352988975 🔝💃Top C...
🚺ANJALI MEHTA High Profile Call Girls Ahmedabad 💯Call Us 🔝 9352988975 🔝💃Top C...🚺ANJALI MEHTA High Profile Call Girls Ahmedabad 💯Call Us 🔝 9352988975 🔝💃Top C...
🚺ANJALI MEHTA High Profile Call Girls Ahmedabad 💯Call Us 🔝 9352988975 🔝💃Top C...
dulbh kashyap
 
Call Girls Chandigarh 🔥 7014168258 🔥 Real Fun With Sexual Girl Available 24/7...
Call Girls Chandigarh 🔥 7014168258 🔥 Real Fun With Sexual Girl Available 24/7...Call Girls Chandigarh 🔥 7014168258 🔥 Real Fun With Sexual Girl Available 24/7...
Call Girls Chandigarh 🔥 7014168258 🔥 Real Fun With Sexual Girl Available 24/7...
shourabjaat424
 
Microsoft Azure AD architecture and features
Microsoft Azure AD architecture and featuresMicrosoft Azure AD architecture and features
Microsoft Azure AD architecture and features
ssuser381403
 
Asymmetrical Repulsion Magnet Motor Ratio 6-7.pdf
Asymmetrical Repulsion Magnet Motor Ratio 6-7.pdfAsymmetrical Repulsion Magnet Motor Ratio 6-7.pdf
Asymmetrical Repulsion Magnet Motor Ratio 6-7.pdf
felixwold
 
🔥Young College Call Girls Chandigarh 💯Call Us 🔝 7737669865 🔝💃Independent Chan...
🔥Young College Call Girls Chandigarh 💯Call Us 🔝 7737669865 🔝💃Independent Chan...🔥Young College Call Girls Chandigarh 💯Call Us 🔝 7737669865 🔝💃Independent Chan...
🔥Young College Call Girls Chandigarh 💯Call Us 🔝 7737669865 🔝💃Independent Chan...
sonamrawat5631
 
Technological Innovation Management And Entrepreneurship-1.pdf
Technological Innovation Management And Entrepreneurship-1.pdfTechnological Innovation Management And Entrepreneurship-1.pdf
Technological Innovation Management And Entrepreneurship-1.pdf
tanujaharish2
 
BBOC407 Module 1.pptx Biology for Engineers
BBOC407  Module 1.pptx Biology for EngineersBBOC407  Module 1.pptx Biology for Engineers
BBOC407 Module 1.pptx Biology for Engineers
sathishkumars808912
 
AN INTRODUCTION OF AI & SEARCHING TECHIQUES
AN INTRODUCTION OF AI & SEARCHING TECHIQUESAN INTRODUCTION OF AI & SEARCHING TECHIQUES
AN INTRODUCTION OF AI & SEARCHING TECHIQUES
drshikhapandey2022
 
CSP_Study - Notes (Paul McNeill) 2017.pdf
CSP_Study - Notes (Paul McNeill) 2017.pdfCSP_Study - Notes (Paul McNeill) 2017.pdf
CSP_Study - Notes (Paul McNeill) 2017.pdf
Ismail Sultan
 
Basic principle and types Static Relays ppt
Basic principle and  types  Static Relays pptBasic principle and  types  Static Relays ppt
Basic principle and types Static Relays ppt
Sri Ramakrishna Institute of Technology
 
Mahipalpur Call Girls Delhi 🔥 9711199012 ❄- Pick Your Dream Call Girls with 1...
Mahipalpur Call Girls Delhi 🔥 9711199012 ❄- Pick Your Dream Call Girls with 1...Mahipalpur Call Girls Delhi 🔥 9711199012 ❄- Pick Your Dream Call Girls with 1...
Mahipalpur Call Girls Delhi 🔥 9711199012 ❄- Pick Your Dream Call Girls with 1...
simrangupta87541
 
Lateral load-resisting systems in buildings.pptx
Lateral load-resisting systems in buildings.pptxLateral load-resisting systems in buildings.pptx
Lateral load-resisting systems in buildings.pptx
DebendraDevKhanal1
 
Online train ticket booking system project.pdf
Online train ticket booking system project.pdfOnline train ticket booking system project.pdf
Online train ticket booking system project.pdf
Kamal Acharya
 
Cricket management system ptoject report.pdf
Cricket management system ptoject report.pdfCricket management system ptoject report.pdf
Cricket management system ptoject report.pdf
Kamal Acharya
 
Kandivali Call Girls ☑ +91-9967584737 ☑ Available Hot Girls Aunty Book Now
Kandivali Call Girls ☑ +91-9967584737 ☑ Available Hot Girls Aunty Book NowKandivali Call Girls ☑ +91-9967584737 ☑ Available Hot Girls Aunty Book Now
Kandivali Call Girls ☑ +91-9967584737 ☑ Available Hot Girls Aunty Book Now
SONALI Batra $A12
 

Recently uploaded (20)

Update 40 models( Solar Cell ) in SPICE PARK(JUL2024)
Update 40 models( Solar Cell ) in SPICE PARK(JUL2024)Update 40 models( Solar Cell ) in SPICE PARK(JUL2024)
Update 40 models( Solar Cell ) in SPICE PARK(JUL2024)
 
Data Communication and Computer Networks Management System Project Report.pdf
Data Communication and Computer Networks Management System Project Report.pdfData Communication and Computer Networks Management System Project Report.pdf
Data Communication and Computer Networks Management System Project Report.pdf
 
Call Girls In Tiruppur 👯‍♀️ 7339748667 🔥 Free Home Delivery Within 30 Minutes
Call Girls In Tiruppur 👯‍♀️ 7339748667 🔥 Free Home Delivery Within 30 MinutesCall Girls In Tiruppur 👯‍♀️ 7339748667 🔥 Free Home Delivery Within 30 Minutes
Call Girls In Tiruppur 👯‍♀️ 7339748667 🔥 Free Home Delivery Within 30 Minutes
 
SPICE PARK JUL2024 ( 6,866 SPICE Models )
SPICE PARK JUL2024 ( 6,866 SPICE Models )SPICE PARK JUL2024 ( 6,866 SPICE Models )
SPICE PARK JUL2024 ( 6,866 SPICE Models )
 
🔥 Hyderabad Call Girls  👉 9352988975 👫 High Profile Call Girls Whatsapp Numbe...
🔥 Hyderabad Call Girls  👉 9352988975 👫 High Profile Call Girls Whatsapp Numbe...🔥 Hyderabad Call Girls  👉 9352988975 👫 High Profile Call Girls Whatsapp Numbe...
🔥 Hyderabad Call Girls  👉 9352988975 👫 High Profile Call Girls Whatsapp Numbe...
 
🚺ANJALI MEHTA High Profile Call Girls Ahmedabad 💯Call Us 🔝 9352988975 🔝💃Top C...
🚺ANJALI MEHTA High Profile Call Girls Ahmedabad 💯Call Us 🔝 9352988975 🔝💃Top C...🚺ANJALI MEHTA High Profile Call Girls Ahmedabad 💯Call Us 🔝 9352988975 🔝💃Top C...
🚺ANJALI MEHTA High Profile Call Girls Ahmedabad 💯Call Us 🔝 9352988975 🔝💃Top C...
 
Call Girls Chandigarh 🔥 7014168258 🔥 Real Fun With Sexual Girl Available 24/7...
Call Girls Chandigarh 🔥 7014168258 🔥 Real Fun With Sexual Girl Available 24/7...Call Girls Chandigarh 🔥 7014168258 🔥 Real Fun With Sexual Girl Available 24/7...
Call Girls Chandigarh 🔥 7014168258 🔥 Real Fun With Sexual Girl Available 24/7...
 
Microsoft Azure AD architecture and features
Microsoft Azure AD architecture and featuresMicrosoft Azure AD architecture and features
Microsoft Azure AD architecture and features
 
Asymmetrical Repulsion Magnet Motor Ratio 6-7.pdf
Asymmetrical Repulsion Magnet Motor Ratio 6-7.pdfAsymmetrical Repulsion Magnet Motor Ratio 6-7.pdf
Asymmetrical Repulsion Magnet Motor Ratio 6-7.pdf
 
🔥Young College Call Girls Chandigarh 💯Call Us 🔝 7737669865 🔝💃Independent Chan...
🔥Young College Call Girls Chandigarh 💯Call Us 🔝 7737669865 🔝💃Independent Chan...🔥Young College Call Girls Chandigarh 💯Call Us 🔝 7737669865 🔝💃Independent Chan...
🔥Young College Call Girls Chandigarh 💯Call Us 🔝 7737669865 🔝💃Independent Chan...
 
Technological Innovation Management And Entrepreneurship-1.pdf
Technological Innovation Management And Entrepreneurship-1.pdfTechnological Innovation Management And Entrepreneurship-1.pdf
Technological Innovation Management And Entrepreneurship-1.pdf
 
BBOC407 Module 1.pptx Biology for Engineers
BBOC407  Module 1.pptx Biology for EngineersBBOC407  Module 1.pptx Biology for Engineers
BBOC407 Module 1.pptx Biology for Engineers
 
AN INTRODUCTION OF AI & SEARCHING TECHIQUES
AN INTRODUCTION OF AI & SEARCHING TECHIQUESAN INTRODUCTION OF AI & SEARCHING TECHIQUES
AN INTRODUCTION OF AI & SEARCHING TECHIQUES
 
CSP_Study - Notes (Paul McNeill) 2017.pdf
CSP_Study - Notes (Paul McNeill) 2017.pdfCSP_Study - Notes (Paul McNeill) 2017.pdf
CSP_Study - Notes (Paul McNeill) 2017.pdf
 
Basic principle and types Static Relays ppt
Basic principle and  types  Static Relays pptBasic principle and  types  Static Relays ppt
Basic principle and types Static Relays ppt
 
Mahipalpur Call Girls Delhi 🔥 9711199012 ❄- Pick Your Dream Call Girls with 1...
Mahipalpur Call Girls Delhi 🔥 9711199012 ❄- Pick Your Dream Call Girls with 1...Mahipalpur Call Girls Delhi 🔥 9711199012 ❄- Pick Your Dream Call Girls with 1...
Mahipalpur Call Girls Delhi 🔥 9711199012 ❄- Pick Your Dream Call Girls with 1...
 
Lateral load-resisting systems in buildings.pptx
Lateral load-resisting systems in buildings.pptxLateral load-resisting systems in buildings.pptx
Lateral load-resisting systems in buildings.pptx
 
Online train ticket booking system project.pdf
Online train ticket booking system project.pdfOnline train ticket booking system project.pdf
Online train ticket booking system project.pdf
 
Cricket management system ptoject report.pdf
Cricket management system ptoject report.pdfCricket management system ptoject report.pdf
Cricket management system ptoject report.pdf
 
Kandivali Call Girls ☑ +91-9967584737 ☑ Available Hot Girls Aunty Book Now
Kandivali Call Girls ☑ +91-9967584737 ☑ Available Hot Girls Aunty Book NowKandivali Call Girls ☑ +91-9967584737 ☑ Available Hot Girls Aunty Book Now
Kandivali Call Girls ☑ +91-9967584737 ☑ Available Hot Girls Aunty Book Now
 

Simulation and its application

  • 2. What is Simulation?  An attempt to duplicate the features, appearance, and characteristics of a real system  To imitate a real-world situation mathematically  To study its properties and operating characteristics A simulator is a device that may use any combination of sound, sight, motion and smell to make you feel that you are experiencing an actual situation.
  • 3. How is simulation done? 1. Problem Formulation 2. Setting of Objectives and Overall Project Plan 3. Model Conceptualization 4. Data Collection 5. Model Translation 6. Verification 7. Validation 8. Experimental Design 9. Production Run and Analysis 10. Documentation and Report 11. Implementation
  • 4. Problem Formulation Setting of Objectives and Overall Project Plan Model Conceptualization Data Collection Model Translation Experimental Design Production Run & Analysis More Runs ? Validat ed? Verified? Documentation & Reporting Implementation No Yes Yes No Yes Yes No No
  • 5. 1.Flexibility to model things as they are (even if messy and complicated) 2.Estimated that 75% of computing power is used for various kinds of simulations 3.Real-world complications can be made easy 4.“Time compression” is possible 5.Allows “what-if” types of questions 6.Statistical design& analysis capabilities 7.Does not interfere with real-world systems 8.Can study the interactive effects of individual components or variables in order to determine which ones are important in a system Advantages of Simulation
  • 6. Applications of Simulation  Manufacturing applications  Construction engineering and project management  Military application  Logistic supply chain and distribution application  Transportation modes and traffic  Learning environment  Business process simulation  Health care  Network simulation
  • 8. Construction engineering and project management
  • 15. THANKS! Any questions? Presented By:– ALESH DULAL Bsc.CSIT (5th sem) Sec ‘A’
  翻译: