SlideShare a Scribd company logo
1 of 10
Long Range Mine Planning Using Mathematical Programming Terry C. Jackson Maiden Creek Consulting, LLC
Long Range Mine Planning Using Mathematical Programming ,[object Object]
 Allows you to optimize an objective function such as
 Maximize profit
 Minimize cash flow
 …while satisfying several types of constraints such as
 Meeting quality parameters
 Meeting demand requirements
 Not exceeding total supply available,[object Object]
Long Range Mine Planning Using Mathematical Programming ,[object Object]

More Related Content

What's hot

SSRS BI Project
SSRS BI ProjectSSRS BI Project
SSRS BI Projectpencarver
 
Plantation dss
Plantation dssPlantation dss
Plantation dssakudarya
 
MapMap-Reduce recipes in with c#
MapMap-Reduce recipes in with c#MapMap-Reduce recipes in with c#
MapMap-Reduce recipes in with c#Erik Lebel
 
Porosity Calculation Using Techlog Softwares
Porosity Calculation Using Techlog SoftwaresPorosity Calculation Using Techlog Softwares
Porosity Calculation Using Techlog SoftwaresMohamed Qasim
 
Earned value management
Earned value managementEarned value management
Earned value managementAhmed Gamal
 

What's hot (9)

Sdn
SdnSdn
Sdn
 
SSRS BI Project
SSRS BI ProjectSSRS BI Project
SSRS BI Project
 
Midterm Presentation
Midterm PresentationMidterm Presentation
Midterm Presentation
 
Plantation dss
Plantation dssPlantation dss
Plantation dss
 
MapMap-Reduce recipes in with c#
MapMap-Reduce recipes in with c#MapMap-Reduce recipes in with c#
MapMap-Reduce recipes in with c#
 
10. timestamp
10. timestamp10. timestamp
10. timestamp
 
Porosity Calculation Using Techlog Softwares
Porosity Calculation Using Techlog SoftwaresPorosity Calculation Using Techlog Softwares
Porosity Calculation Using Techlog Softwares
 
Earned value management
Earned value managementEarned value management
Earned value management
 
E-shape climate showcase
E-shape climate showcaseE-shape climate showcase
E-shape climate showcase
 

Viewers also liked

Viewers also liked (6)

Is There a Role for Lerchs-Grossman Optimization in Industrial Minerals and A...
Is There a Role for Lerchs-Grossman Optimization in IndustrialMinerals and A...Is There a Role for Lerchs-Grossman Optimization in IndustrialMinerals and A...
Is There a Role for Lerchs-Grossman Optimization in Industrial Minerals and A...
 
MINE PLANNING
MINE PLANNINGMINE PLANNING
MINE PLANNING
 
Cao COMT manuscript
Cao COMT manuscriptCao COMT manuscript
Cao COMT manuscript
 
Excavation engineering handbook
Excavation engineering handbookExcavation engineering handbook
Excavation engineering handbook
 
Design of openpit mining
Design of openpit miningDesign of openpit mining
Design of openpit mining
 
Surface mining planning and design of open pit mining
Surface mining planning and design of open pit miningSurface mining planning and design of open pit mining
Surface mining planning and design of open pit mining
 

Similar to Long Range Mine Planning Using Mathematical Programming

Comparison between SAM and RETScreen
Comparison between SAM and RETScreenComparison between SAM and RETScreen
Comparison between SAM and RETScreenAnkit Thiranh
 
Blog Cost and Schedule Risk Analysis
Blog Cost and Schedule Risk AnalysisBlog Cost and Schedule Risk Analysis
Blog Cost and Schedule Risk AnalysisAsaman Patnaik
 
Siad el quliti economic scheduling the construction of electric transmission
Siad el quliti  economic scheduling the construction of electric transmissionSiad el quliti  economic scheduling the construction of electric transmission
Siad el quliti economic scheduling the construction of electric transmissionsarah7887
 
Kanban for Fixed Price Projects
Kanban for Fixed Price ProjectsKanban for Fixed Price Projects
Kanban for Fixed Price ProjectsSudipta Lahiri
 
Cost-Estimation-Techniques unit 2.pptx
Cost-Estimation-Techniques unit 2.pptxCost-Estimation-Techniques unit 2.pptx
Cost-Estimation-Techniques unit 2.pptxSudipBalLama
 
Sub project management
Sub   project managementSub   project management
Sub project managementsmumbahelp
 
High Dimensionality Structures Selection for Efficient Economic Big data usin...
High Dimensionality Structures Selection for Efficient Economic Big data usin...High Dimensionality Structures Selection for Efficient Economic Big data usin...
High Dimensionality Structures Selection for Efficient Economic Big data usin...IRJET Journal
 
Planning & Scheduling - Training
Planning & Scheduling - TrainingPlanning & Scheduling - Training
Planning & Scheduling - TrainingMohammed Feroze
 
MC0084 – Software Project Management & Quality Assurance - Master of Computer...
MC0084 – Software Project Management & Quality Assurance - Master of Computer...MC0084 – Software Project Management & Quality Assurance - Master of Computer...
MC0084 – Software Project Management & Quality Assurance - Master of Computer...Aravind NC
 
Chapter 2.Linear Programming.pdf
Chapter 2.Linear Programming.pdfChapter 2.Linear Programming.pdf
Chapter 2.Linear Programming.pdfTsegay Berhe
 
Representing Cross-border Trade in Long-term Power System Planning Models wit...
Representing Cross-border Trade in Long-term Power System Planning Models wit...Representing Cross-border Trade in Long-term Power System Planning Models wit...
Representing Cross-border Trade in Long-term Power System Planning Models wit...IEA-ETSAP
 
Application of economic model in software maintenance
Application of economic model in software maintenanceApplication of economic model in software maintenance
Application of economic model in software maintenanceAnh Nguyen Duc
 
Optimisation and Tradeoff Analysis Tool for Asset Management Planning and Pro...
Optimisation and Tradeoff Analysis Tool for Asset Management Planning and Pro...Optimisation and Tradeoff Analysis Tool for Asset Management Planning and Pro...
Optimisation and Tradeoff Analysis Tool for Asset Management Planning and Pro...Dr Wei Liu
 
IRJET- Implementing Time and Cost Optimization in Commercial Building using P...
IRJET- Implementing Time and Cost Optimization in Commercial Building using P...IRJET- Implementing Time and Cost Optimization in Commercial Building using P...
IRJET- Implementing Time and Cost Optimization in Commercial Building using P...IRJET Journal
 

Similar to Long Range Mine Planning Using Mathematical Programming (20)

Comparison between SAM and RETScreen
Comparison between SAM and RETScreenComparison between SAM and RETScreen
Comparison between SAM and RETScreen
 
Blog Cost and Schedule Risk Analysis
Blog Cost and Schedule Risk AnalysisBlog Cost and Schedule Risk Analysis
Blog Cost and Schedule Risk Analysis
 
Costing
CostingCosting
Costing
 
Siad el quliti economic scheduling the construction of electric transmission
Siad el quliti  economic scheduling the construction of electric transmissionSiad el quliti  economic scheduling the construction of electric transmission
Siad el quliti economic scheduling the construction of electric transmission
 
CCP_SEC2_ Cost Estimating
CCP_SEC2_ Cost EstimatingCCP_SEC2_ Cost Estimating
CCP_SEC2_ Cost Estimating
 
Kanban for Fixed Price Projects
Kanban for Fixed Price ProjectsKanban for Fixed Price Projects
Kanban for Fixed Price Projects
 
Cost-Estimation-Techniques unit 2.pptx
Cost-Estimation-Techniques unit 2.pptxCost-Estimation-Techniques unit 2.pptx
Cost-Estimation-Techniques unit 2.pptx
 
Sub project management
Sub   project managementSub   project management
Sub project management
 
Duration
DurationDuration
Duration
 
High Dimensionality Structures Selection for Efficient Economic Big data usin...
High Dimensionality Structures Selection for Efficient Economic Big data usin...High Dimensionality Structures Selection for Efficient Economic Big data usin...
High Dimensionality Structures Selection for Efficient Economic Big data usin...
 
Planning & Scheduling - Training
Planning & Scheduling - TrainingPlanning & Scheduling - Training
Planning & Scheduling - Training
 
MC0084 – Software Project Management & Quality Assurance - Master of Computer...
MC0084 – Software Project Management & Quality Assurance - Master of Computer...MC0084 – Software Project Management & Quality Assurance - Master of Computer...
MC0084 – Software Project Management & Quality Assurance - Master of Computer...
 
Chapter 2.Linear Programming.pdf
Chapter 2.Linear Programming.pdfChapter 2.Linear Programming.pdf
Chapter 2.Linear Programming.pdf
 
Representing Cross-border Trade in Long-term Power System Planning Models wit...
Representing Cross-border Trade in Long-term Power System Planning Models wit...Representing Cross-border Trade in Long-term Power System Planning Models wit...
Representing Cross-border Trade in Long-term Power System Planning Models wit...
 
Projects Portfolio
Projects PortfolioProjects Portfolio
Projects Portfolio
 
Application of economic model in software maintenance
Application of economic model in software maintenanceApplication of economic model in software maintenance
Application of economic model in software maintenance
 
Optimisation and Tradeoff Analysis Tool for Asset Management Planning and Pro...
Optimisation and Tradeoff Analysis Tool for Asset Management Planning and Pro...Optimisation and Tradeoff Analysis Tool for Asset Management Planning and Pro...
Optimisation and Tradeoff Analysis Tool for Asset Management Planning and Pro...
 
Project cost management
Project cost management Project cost management
Project cost management
 
IRJET- Implementing Time and Cost Optimization in Commercial Building using P...
IRJET- Implementing Time and Cost Optimization in Commercial Building using P...IRJET- Implementing Time and Cost Optimization in Commercial Building using P...
IRJET- Implementing Time and Cost Optimization in Commercial Building using P...
 
Pm assignment
Pm assignmentPm assignment
Pm assignment
 

Long Range Mine Planning Using Mathematical Programming

  • 1. Long Range Mine Planning Using Mathematical Programming Terry C. Jackson Maiden Creek Consulting, LLC
  • 2.
  • 3. Allows you to optimize an objective function such as
  • 6. …while satisfying several types of constraints such as
  • 7. Meeting quality parameters
  • 8. Meeting demand requirements
  • 9.
  • 10.
  • 11. The objective function selected is to minimize the Net Present Value of the total mining cost over the 20 year period, while assuring that the tons required based on demand are met and that the property total reserve is not exceeded.
  • 12.
  • 13. Long Range Mine Planning Using Mathematical Programming The cash flow is discounted 10% each year, effectively forcing the mining of the cheaper properties as early as feasible. (Blue cell is minimized)
  • 14. Long Range Mine Planning Using Mathematical Programming Importantly, the average annual quality specifications are met in each year:
  • 15.
  • 16.
  • 17.
  • 18. The objective function could be to minimize the variation of quality parameters from a target value (multiple qualities are given weights and an overall quality function is used)
  • 19. If cost leveling over the period is desired, you can minimize the variation in the year-to-year cost from the average value.
  • 20. The impact of potential changes in the specifications on reserve usage can be studied.
  • 21. Each property could be expanded into multiple cuts or pits allowing optimized selection of areas within a property to meet overall demand.