SlideShare una empresa de Scribd logo
1 de 53
Simulation Applications in Logistics & Transportation systems
Contents 1.  Introduction to Logistics & Transportation Systems 2.  Classification of Logistics & Transportation Simulation models  3.  Inputs / Outputs of the Simulation Model
Introduction ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object]
Classification of Logistics & Transportation Simulation models
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Classification of simulation models
[object Object],[object Object],[object Object],[object Object],[object Object],Classification of simulation models
A. New Design ,[object Object],[object Object],[object Object],[object Object],[object Object],Simulation works through an iterative approach and does not generate alternatives as such
B. Evaluation of alternative designs ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],B. Evaluation of alternative designs
C. Refinement and redesign of existing operations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],C. Refinement and redesign of existing operations
2. Inputs / Outputs of the Simulation Model
[object Object],[object Object],[object Object],[object Object],Case Studies  Factors to be considered in each of the case studies: ,[object Object],[object Object],[object Object],[object Object],[object Object]
1. Simulation of warehousing and distribution systems
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
Resources: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
Processes / Activities: ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
Data requirements (inputs for the simulation model) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
Simulation Outputs and Responses ( Outputs from the Simulation) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of warehousing and distribution systems
2. Simulation of trucking operations
System Description ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation  of trucking operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
Outputs from the simulation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of trucking operations
Sample Simulation Outputs Simulation of trucking operations
3. Simulation of Truck Dock Operations
Objective of Simulation  ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation  of Truck Dock Operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of Truck Dock Operations
Processes ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of Truck Dock Operations
[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of Truck Dock Operations
Inputs Data for Truck-dock Simulation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of Truck Dock Operations
[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of Truck Dock Operations
Outputs from simulation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of Truck Dock Operations
Sample Outputs Simulation of Truck Dock Operations
4. Simulation of ramp operations in air cargo hubs Purpose of simulation model: ,[object Object],[object Object],[object Object],[object Object],[object Object]
Entities, Resources and Activities ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of ramp operations in air cargo hubs
Inputs for simulation model ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of ramp operations in air cargo hubs
What – if Scenarios ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of ramp operations in air cargo hubs
Outputs for the simulation model ,[object Object],[object Object],[object Object],[object Object],[object Object],Simulation of ramp operations in air cargo hubs
THANK YOU

Más contenido relacionado

La actualidad más candente

Modular Suspended Platform Systems
Modular Suspended Platform SystemsModular Suspended Platform Systems
Modular Suspended Platform SystemsAltrex B.V.
 
Warehouse ppt
Warehouse pptWarehouse ppt
Warehouse pptSujaya Ms
 
Warehousing by The Mcgraw-Hill Companies
Warehousing by The Mcgraw-Hill CompaniesWarehousing by The Mcgraw-Hill Companies
Warehousing by The Mcgraw-Hill CompaniesAtlantic Training, LLC.
 
Warehousing management final copy (1)
Warehousing management final copy (1)Warehousing management final copy (1)
Warehousing management final copy (1)Agus Witono
 
Handboek operationele interne logistiek, hoofdstuk 8
Handboek operationele interne logistiek, hoofdstuk 8Handboek operationele interne logistiek, hoofdstuk 8
Handboek operationele interne logistiek, hoofdstuk 8Koninklijke Van Gorcum
 
Best Types of Warehouse Pallet Racking
Best Types of Warehouse Pallet RackingBest Types of Warehouse Pallet Racking
Best Types of Warehouse Pallet RackingAll Storage Systems
 
Shipping trade types tramp and liner shipping
Shipping trade types tramp and liner shippingShipping trade types tramp and liner shipping
Shipping trade types tramp and liner shippingSourabh Kayakkalakath
 
Heizer om10 ch09
Heizer om10 ch09Heizer om10 ch09
Heizer om10 ch09ryaekle
 
Conjugate Heat Transfer Best Practices in SimScale
Conjugate Heat Transfer Best Practices in SimScaleConjugate Heat Transfer Best Practices in SimScale
Conjugate Heat Transfer Best Practices in SimScaleSimScale
 
Distribution strategy
Distribution strategyDistribution strategy
Distribution strategyBo Sar
 
PALMS Warehouse Management System
PALMS Warehouse Management SystemPALMS Warehouse Management System
PALMS Warehouse Management SystemTechnoforte
 
Gupta ayank project_report
Gupta ayank project_reportGupta ayank project_report
Gupta ayank project_reportAyank Gupta
 
Risks associated with warehouse design and process flow
Risks associated with warehouse design and process flowRisks associated with warehouse design and process flow
Risks associated with warehouse design and process flowTristan Wiggill
 
Container terminal handling equipment
Container terminal handling equipmentContainer terminal handling equipment
Container terminal handling equipmentAhmed Tohamy
 

La actualidad más candente (20)

Modular Suspended Platform Systems
Modular Suspended Platform SystemsModular Suspended Platform Systems
Modular Suspended Platform Systems
 
Material handling
Material handlingMaterial handling
Material handling
 
Warehouse ppt
Warehouse pptWarehouse ppt
Warehouse ppt
 
Warehousing by The Mcgraw-Hill Companies
Warehousing by The Mcgraw-Hill CompaniesWarehousing by The Mcgraw-Hill Companies
Warehousing by The Mcgraw-Hill Companies
 
Warehousing management final copy (1)
Warehousing management final copy (1)Warehousing management final copy (1)
Warehousing management final copy (1)
 
Handboek operationele interne logistiek, hoofdstuk 8
Handboek operationele interne logistiek, hoofdstuk 8Handboek operationele interne logistiek, hoofdstuk 8
Handboek operationele interne logistiek, hoofdstuk 8
 
Best Types of Warehouse Pallet Racking
Best Types of Warehouse Pallet RackingBest Types of Warehouse Pallet Racking
Best Types of Warehouse Pallet Racking
 
6184 7 tn05
6184 7 tn056184 7 tn05
6184 7 tn05
 
Shipping trade types tramp and liner shipping
Shipping trade types tramp and liner shippingShipping trade types tramp and liner shipping
Shipping trade types tramp and liner shipping
 
Engineering Mechanics: Statics.ppt
Engineering Mechanics: Statics.pptEngineering Mechanics: Statics.ppt
Engineering Mechanics: Statics.ppt
 
Heizer om10 ch09
Heizer om10 ch09Heizer om10 ch09
Heizer om10 ch09
 
Conjugate Heat Transfer Best Practices in SimScale
Conjugate Heat Transfer Best Practices in SimScaleConjugate Heat Transfer Best Practices in SimScale
Conjugate Heat Transfer Best Practices in SimScale
 
Material handling equipments
Material handling equipmentsMaterial handling equipments
Material handling equipments
 
Distribution strategy
Distribution strategyDistribution strategy
Distribution strategy
 
PALMS Warehouse Management System
PALMS Warehouse Management SystemPALMS Warehouse Management System
PALMS Warehouse Management System
 
C8 scheduling
C8 schedulingC8 scheduling
C8 scheduling
 
Gupta ayank project_report
Gupta ayank project_reportGupta ayank project_report
Gupta ayank project_report
 
Risks associated with warehouse design and process flow
Risks associated with warehouse design and process flowRisks associated with warehouse design and process flow
Risks associated with warehouse design and process flow
 
Container terminal handling equipment
Container terminal handling equipmentContainer terminal handling equipment
Container terminal handling equipment
 
Warehouselayout
WarehouselayoutWarehouselayout
Warehouselayout
 

Destacado

Transportation and logistics modeling 1
Transportation and logistics modeling 1Transportation and logistics modeling 1
Transportation and logistics modeling 1karim sal3awi
 
Introduction to Simulation
Introduction to SimulationIntroduction to Simulation
Introduction to Simulationchimco.net
 
Dental health care center simulation
Dental health care center simulationDental health care center simulation
Dental health care center simulationقصي نسور
 
Logistics and Supply Chain: A simulation of contract farming using agent base...
Logistics and Supply Chain: A simulation of contract farming using agent base...Logistics and Supply Chain: A simulation of contract farming using agent base...
Logistics and Supply Chain: A simulation of contract farming using agent base...FGV Brazil
 
Models Of Modeling
Models Of ModelingModels Of Modeling
Models Of ModelingRoger Smith
 
Generic Food & Beverages PPT June 2015
Generic Food & Beverages PPT June 2015Generic Food & Beverages PPT June 2015
Generic Food & Beverages PPT June 2015Joseph Chan
 
Modeling and Simulation in Business Process Management
Modeling and Simulation in Business Process ManagementModeling and Simulation in Business Process Management
Modeling and Simulation in Business Process ManagementDenis Gagné
 
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
 
Supply Chain Analytics with Simulation
Supply Chain Analytics with SimulationSupply Chain Analytics with Simulation
Supply Chain Analytics with SimulationProModel Corporation
 
Agility Logistics Warehousing & Distribution analysis
Agility Logistics Warehousing & Distribution analysisAgility Logistics Warehousing & Distribution analysis
Agility Logistics Warehousing & Distribution analysisFahad Khalid MBA SCM
 
Logistics,warehouse,mrp,drp
Logistics,warehouse,mrp,drpLogistics,warehouse,mrp,drp
Logistics,warehouse,mrp,drpVipul Patil
 
All types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeAll types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeUnited International University
 
10 warehouse management
10 warehouse management10 warehouse management
10 warehouse managementPranav
 
International Logistics & Warehouse Management
International Logistics & Warehouse Management International Logistics & Warehouse Management
International Logistics & Warehouse Management Thomas Tanel
 
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 ExamplePratima Ray
 

Destacado (20)

Transportation and logistics modeling 1
Transportation and logistics modeling 1Transportation and logistics modeling 1
Transportation and logistics modeling 1
 
Introduction to Simulation
Introduction to SimulationIntroduction to Simulation
Introduction to Simulation
 
Certificate
CertificateCertificate
Certificate
 
Dental health care center simulation
Dental health care center simulationDental health care center simulation
Dental health care center simulation
 
Logistics and Supply Chain: A simulation of contract farming using agent base...
Logistics and Supply Chain: A simulation of contract farming using agent base...Logistics and Supply Chain: A simulation of contract farming using agent base...
Logistics and Supply Chain: A simulation of contract farming using agent base...
 
Models Of Modeling
Models Of ModelingModels Of Modeling
Models Of Modeling
 
Generic Food & Beverages PPT June 2015
Generic Food & Beverages PPT June 2015Generic Food & Beverages PPT June 2015
Generic Food & Beverages PPT June 2015
 
Modeling and Simulation in Business Process Management
Modeling and Simulation in Business Process ManagementModeling and Simulation in Business Process Management
Modeling and Simulation in Business Process Management
 
Agility Logistics
Agility LogisticsAgility Logistics
Agility Logistics
 
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...
 
Supply Chain Analytics with Simulation
Supply Chain Analytics with SimulationSupply Chain Analytics with Simulation
Supply Chain Analytics with Simulation
 
Warehouse and distribution footprint
Warehouse and distribution footprintWarehouse and distribution footprint
Warehouse and distribution footprint
 
Agility Logistics Warehousing & Distribution analysis
Agility Logistics Warehousing & Distribution analysisAgility Logistics Warehousing & Distribution analysis
Agility Logistics Warehousing & Distribution analysis
 
O & d survey
O & d survey O & d survey
O & d survey
 
Logistics,warehouse,mrp,drp
Logistics,warehouse,mrp,drpLogistics,warehouse,mrp,drp
Logistics,warehouse,mrp,drp
 
Distribution Strategies
Distribution StrategiesDistribution Strategies
Distribution Strategies
 
All types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLikeAll types of model(Simulation & Modelling) #ShareThisIfYouLike
All types of model(Simulation & Modelling) #ShareThisIfYouLike
 
10 warehouse management
10 warehouse management10 warehouse management
10 warehouse management
 
International Logistics & Warehouse Management
International Logistics & Warehouse Management International Logistics & Warehouse Management
International Logistics & Warehouse Management
 
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
 

Similar a Simulation Applications In Logistics And Transportation

Eliminating waste in logistics
Eliminating waste in logisticsEliminating waste in logistics
Eliminating waste in logisticsJaco Voorspuij
 
LOGISTICS PLANNING
LOGISTICS PLANNINGLOGISTICS PLANNING
LOGISTICS PLANNINGmubarak2009
 
Vehicle Routing Problem.ppt
Vehicle Routing Problem.pptVehicle Routing Problem.ppt
Vehicle Routing Problem.pptHassanHani5
 
Logistics - Operational Planning - for XLRI PGCLSM
Logistics - Operational Planning - for XLRI PGCLSMLogistics - Operational Planning - for XLRI PGCLSM
Logistics - Operational Planning - for XLRI PGCLSMVinodh Soundarajan
 
sap tm management /sap tm sap things related to tm
sap tm management /sap tm sap things related to tmsap tm management /sap tm sap things related to tm
sap tm management /sap tm sap things related to tmraghuram420609
 
AUTOMATED STORAGE AND RETRIEVAL SYSTEM
AUTOMATED STORAGE AND RETRIEVAL SYSTEMAUTOMATED STORAGE AND RETRIEVAL SYSTEM
AUTOMATED STORAGE AND RETRIEVAL SYSTEMMihir Patel
 
Haier Pakistan warehousing(Site Selection ,Process Flow)
Haier Pakistan warehousing(Site Selection ,Process Flow)Haier Pakistan warehousing(Site Selection ,Process Flow)
Haier Pakistan warehousing(Site Selection ,Process Flow)shamroz khan
 
Logistics management
Logistics managementLogistics management
Logistics managementAziza Faryal
 
Logistics Breakout – Herman Woltjes, Shell Chemicals: “Logistics Execution”
Logistics Breakout – Herman Woltjes, Shell Chemicals: “Logistics Execution”Logistics Breakout – Herman Woltjes, Shell Chemicals: “Logistics Execution”
Logistics Breakout – Herman Woltjes, Shell Chemicals: “Logistics Execution”Elemica
 
Material Handling & Storage System
Material Handling & Storage SystemMaterial Handling & Storage System
Material Handling & Storage SystemSaif Eye
 
AUTOMATED STORAGE AND RETRIEVAL SYSTEM.pptx
AUTOMATED STORAGE AND RETRIEVAL SYSTEM.pptxAUTOMATED STORAGE AND RETRIEVAL SYSTEM.pptx
AUTOMATED STORAGE AND RETRIEVAL SYSTEM.pptxsamygs1
 

Similar a Simulation Applications In Logistics And Transportation (20)

Eliminating waste in logistics
Eliminating waste in logisticsEliminating waste in logistics
Eliminating waste in logistics
 
LOGISTICS PLANNING
LOGISTICS PLANNINGLOGISTICS PLANNING
LOGISTICS PLANNING
 
Vehicle Routing Problem.ppt
Vehicle Routing Problem.pptVehicle Routing Problem.ppt
Vehicle Routing Problem.ppt
 
Logistics - Operational Planning - for XLRI PGCLSM
Logistics - Operational Planning - for XLRI PGCLSMLogistics - Operational Planning - for XLRI PGCLSM
Logistics - Operational Planning - for XLRI PGCLSM
 
lscm.ppt
lscm.pptlscm.ppt
lscm.ppt
 
Cross docking
Cross dockingCross docking
Cross docking
 
Transportation management
Transportation  managementTransportation  management
Transportation management
 
sap tm management /sap tm sap things related to tm
sap tm management /sap tm sap things related to tmsap tm management /sap tm sap things related to tm
sap tm management /sap tm sap things related to tm
 
AUTOMATED STORAGE AND RETRIEVAL SYSTEM
AUTOMATED STORAGE AND RETRIEVAL SYSTEMAUTOMATED STORAGE AND RETRIEVAL SYSTEM
AUTOMATED STORAGE AND RETRIEVAL SYSTEM
 
Haier Pakistan warehousing(Site Selection ,Process Flow)
Haier Pakistan warehousing(Site Selection ,Process Flow)Haier Pakistan warehousing(Site Selection ,Process Flow)
Haier Pakistan warehousing(Site Selection ,Process Flow)
 
Scm logistics
Scm logisticsScm logistics
Scm logistics
 
Transportation Mgmt
Transportation MgmtTransportation Mgmt
Transportation Mgmt
 
ASRS (1)
ASRS (1)ASRS (1)
ASRS (1)
 
Supply chain
Supply chainSupply chain
Supply chain
 
Logistics management
Logistics managementLogistics management
Logistics management
 
Logistics Breakout – Herman Woltjes, Shell Chemicals: “Logistics Execution”
Logistics Breakout – Herman Woltjes, Shell Chemicals: “Logistics Execution”Logistics Breakout – Herman Woltjes, Shell Chemicals: “Logistics Execution”
Logistics Breakout – Herman Woltjes, Shell Chemicals: “Logistics Execution”
 
Material Handling & Storage System
Material Handling & Storage SystemMaterial Handling & Storage System
Material Handling & Storage System
 
AUTOMATED STORAGE AND RETRIEVAL SYSTEM.pptx
AUTOMATED STORAGE AND RETRIEVAL SYSTEM.pptxAUTOMATED STORAGE AND RETRIEVAL SYSTEM.pptx
AUTOMATED STORAGE AND RETRIEVAL SYSTEM.pptx
 
Warehousing.ppt
Warehousing.pptWarehousing.ppt
Warehousing.ppt
 
Asrs
AsrsAsrs
Asrs
 

Simulation Applications In Logistics And Transportation