PT INCO Ni Laterite Block Modeling_2010!08!23
Short Description
Block Modeling Module - Laterite Nickel ore...
Description
PT. International Nickel Indonesia – Mines & Exploration
PT. INTERNATIONAL NICKEL INDONESIA LATERITE GEOLOGICAL BLOCK MODELING AND RESOURCE ESTIMATION
Mineral Resources & Mineral Reserves Group – PT.INCO, August 2010
Presentation Outlines PT. International Nickel Indonesia – Mines & Exploration
1. Regional & Local Geology 2. Introduction: Block Modeling & Resource Estimation 3. Data Validation and Geological Validation 4. Geological Domaining and EDA 5. Wireframing, Sample Selection and Compositing 6. Variography 7. Estimation Parameters 8. Block Model Check 9. Volume Variance Correction 10. Ore definition 11. Resource Classification
Regional & Local Geology PT. International Nickel Indonesia – Mines & Exploration
Jakarta
Makassar
peridotites that have been serpentinised to varying degrees. In Sorowako and Petea the rocks are dominantly harzburgite and lherzolite with lesser dunite and rare pyroxenite.
Regional & Local Geology PT. International Nickel Indonesia – Mines & Exploration
Geomorphology Matano Lake
Petea
Sorowako
Towuti Lake
Regional & Local Geology PT. International Nickel Indonesia – Mines & Exploration
West Type Deposit - Profile
Regional & Local Geology PT. International Nickel Indonesia – Mines & Exploration
West Type Deposit – Bedrock Pinnacle
Regional & Local Geology PT. International Nickel Indonesia – Mines & Exploration
East Type Deposit - Profile
Regional & Local Geology PT. International Nickel Indonesia – Mines & Exploration
Ore Type Classification CLASS PARAMETERS Main ore types Ultramafic rock Level of serpentinisation
WEST BLOCK ORE TYPES -1” Type-1
-1” Type-2
EAST BLOCK & PETEA ORE TYPES
-1” Type-3
Generally harzburgite with some dunite Nil 60%
Very high
1.6 – 1.8
1.4 – 1.6
High: 20-24%
Low: 15-18%
-1”
-1”
-1”
-6”
-18”
25-30%
35%
35%
50%
60%
Alternate screen size
No alternate size available
No alternate size
-6”
-18”
Entire ROM
Screen recovery at alternate size
No alternate size available
No alternate size
50%
60%
67%
Medium hard
Medium hard
Soft
Soft
Screen rec. ROM to DKP
Hardness of boulders Fracture density
Extremely hard
Very hard
Very low
Medium
Medium
Medium
High
Very high
Very high
Difficulty of mining
High
Medium(+)
Medium(-)
Low
Low
Low
Low
Saprolite thickness (auger)
4.5m
Medium
Medium
Medium
Olivine content in the benf. ore Olivine content in the rocky frc.
High
Note used for classifying East Block ore types Low
Low
Low
Low
High
Low
Low
Low
OB thickness
Medium
Generally high except at Petea
Ore thickness
High
Medium
PT. International Nickel Indonesia – Mines & Exploration
Geological Block Modeling and Resource Estimation
PT.INCO Strategic Mineral Resources & Mineral Reserves PT. International Nickel Indonesia – Mines & Exploration
PTI Strategic Planning
Exploration
PTI MRMR
Project Development
Mine Planning / Design
LOM
Public Reporting (Stock Exchanges)
Expansion Projects
Introduction PT. International Nickel Indonesia – Mines & Exploration
The following slides summarized the geological block modeling and resources estimation activity at PT International Nickel Indonesia. Improvement and development are conducted continuously based on: 1. The yearly MRMR readiness assessment and review 2. An external audit findings and recommendations; AMEC (2005, 2007, 2008) and Golder (2010) 3. Continuous studies to support the operation and to improve resources estimation best practices.
PT.INCO Block Models PT. International Nickel Indonesia – Mines & Exploration
PT. INCO Block Models 80
Block model production increases as the exploration, drilling activities, and project development increase in all PTI concession area.
70
block model
manpower
week
Frequency
60 50 40 69 30 20
40 29
10
20
3
21
14 3
23
24 12 3
3
25 6
33 35 6
0 2004
2005
2006
2007
2008
2009
Year Notes: 2004-2005
Sorowako Project Area (SPA)
2006
SPA and Bahodopi
2007
SPA, Bahodopi, and Pomalaa
2008
SPA, Bahodopi, Pomalaa, SOA, and SCD
Block Modeling duration increases as there are improvements in best practice protocols and raising of major and trace elements
Introduction PT. International Nickel Indonesia – Mines & Exploration
Key Factors: 1. The quality of the interpretation (geological domaining) and subsequent modelling is predicated by a thorough validation of the drill hole data with emphasis on chemistry. 2. The quality of the geologic interpretations/wire frames will reflect on the quality of the block model and any conclusions derived from it. 3. There is no sophisticated geostatistic technique to correct for a poor interpretation. Be rigorous in validating the resultant models as mistakes are easy to make but at times hard to detect.
PT.INCO Resource Estimation – General Flow PT. International Nickel Indonesia – Mines & Exploration
Exploration Project
(geological interpretation, mapping, sampling, drilling, logging)
Sample House
(sample preparation, acquire assays data, sample QAQC)
Lab. Process & Technology
Geo-Evaluation & Validation
(acquire drill hole data, geological domains & validation)
3D Modeling & Estimation
(peer review & technical report)
Reconciliation Pit Designing & Planning
Reporting & Classification
(Mineral Resources and Mineral Reserves)
PT. INCO Block Modeling – General Flow PT. International Nickel Indonesia – Mines & Exploration
Geo-Evaluation & Data Validation Assays & Collars
Data Preparation
Wireframing Block Model Prototype
No
Create Drillhole
Yes
Geological Domaining & Exploratory data analysis
Sample Selection & Compositing
Variography and Estimation Parameters
Parameters: Cut-off Grade, Ore and Waste Thickness
Grade Estimation (OK) Ore Definition
Grade Estimation (NN)
Ni Volume Variance Correction
Output: Final Block Model with Grade and Product Technical Report & Peer Review Prepare Block Model to Vulcan format Output: Block Model Ready to be Imported to Vulcan
Validation Automatic Check Visual Check Check using tool
Fatal Flaw
Unfold Composite Samples
Drill hole Database & Data Validation PT. International Nickel Indonesia – Mines & Exploration
HQ3 ~ 2.406’ -6" FRAC
TOT FRAC
REC1
REC6
RECTOT
DW1
DW6
DWTOT
NI1
NI6
NITOT
CO1
CO6
COTOT
FE1
FE6
FETOT
SIO21
SIO26
SIO2TOT
MGO1
MGO6
MGOTOT
CR1
CR6
CRTOT
AL1
AL6
ALTOT
MN1
MN6
MNTOT
CA1
CA6
CATOT
H2O1
H2O6
H2OTOT
Verification
-1" FRAC
Input: Assays
Input: Collars
Create Assays Data Definition
Create Collars Data Definition
Read Assays
Read Collars
Set Grades value < 0.001 to blanks
Output: Assays.dm
Statistics
Univariate Statistics of Assays
Output: Collars.dm
Create Drill holes Database
Output: Drill holes Database (Holes.dm); Drill Holes summary; Drill Holes Errors
Visual Check
Geo Validation PT. International Nickel Indonesia – Mines & Exploration
Topography
Fe-MgO
- geological error. - collars error against topography.
Geological Domain & EDA PT. International Nickel Indonesia – Mines & Exploration
What do we look for? - Does volume properly isolate the domain being evaluated? - Is it consistent with the geological control rule? Only related sample should be used and don’t want to mix population
Geological Domain & EDA PT. International Nickel Indonesia – Mines & Exploration
What do we look for: Outliers, trends, mixed population, bias of any sort & systematic Why it is important: Garbage in Garbage out
Geological Domain & EDA PT. International Nickel Indonesia – Mines & Exploration
indication of misclassification
Geological Model PT. International Nickel Indonesia – Mines & Exploration
- topography as top of limonite - topography as reference for underlying layers
Wireframing – Use GPR (Development) PT. International Nickel Indonesia – Mines & Exploration
Drillhole only for Wireframing
GPR testing at Songko, January 2010 Limonite Saprolite
Bedrock
GPR testing at Songko Quary, January 2010 slagc
Drillhole & GPR for Wireframing
Bloulder
Soft material
Sample Composite PT. International Nickel Indonesia – Mines & Exploration
Drill holes Database
Parameters: composite length, minimum gap, maximum gap, minimum composite length
Capture samples in layer limonite, saprolite and bedrock
Limonite samples
Saprolite samples
Bedrock samples
Sample regularization Composite Drill holes samples
Composited Limonite
Composited Saprolite
Composited Bedrock
Check compositing
Unfolding PT. International Nickel Indonesia – Mines & Exploration
Unfolding illustrations
Truncated
Transforms a set of Cartesian Coordinate System into Unfolded Coordinate System [UCS] as defined by a stratified geological unit. Unfold make a spatial correlation in a proportional space and geometry.
Proportional
Variography PT. International Nickel Indonesia – Mines & Exploration
What do we look for? - Quality of the experimental variograms - Sill vs sample variance - Appropriate model(s) used - Appropriate Ranges Why is it important? - Variogram is foundation of geostatistics - Used as a critical input to Kriging - Used to determine weights in estimation - Process is “Data” driven - 11 elements of experimental variogram in each layer. - Variogram map to evaluate degree of anisotropy. - Zonal anisotropy treatment .
Estimation Parameters PT. International Nickel Indonesia – Mines & Exploration
Estimation parameter
Search strategy
Search ellipsoid
The search strategy should be honored the drillhole spacing
Block Model Check PT. International Nickel Indonesia – Mines & Exploration
What do we look for: - Does the model honor the sample data? - Does the model honor the search ranges? - Do all the blocks have been estimated? Why is it important: - Verify that the estimation parameters were appropriate? - Verify that the correct data was used?
Block Model Check PT. International Nickel Indonesia – Mines & Exploration
Naïve QQ Plot
Global Descriptive Statistics
Parallel Modeling: Regardless of the method, the global mean should still be the same.
Block Model Check PT. International Nickel Indonesia – Mines & Exploration
NN Model
Visual Inspection – Plan View Plan view visual inspection. Compare the grade distribution in NN and OK model. Make sure the estimation run correctly
OK Model
Block Model Check PT. International Nickel Indonesia – Mines & Exploration
Visual Inspection – Section View Compare the grade distribution in NN and OK model. Make sure the estimation run correctly.
NN Model
OK Model
Volume Variance Correction PT. International Nickel Indonesia – Mines & Exploration
Regression methods such as Kriging may result in an over-smoothing or under-smoothing of the grade variability producing a block grade distribution with a variance that is lower or higher than expected. This expected variance can be calculated using Krige’s relationship which states that the dispersion variance for the samples within the deposit is the sum of the dispersion variance of samples within the blocks and the dispersion variance of the blocks within the deposit
To capture the variability within short range (distance), the close space drilling is needed. Also regarding the SMU, the variability within the sort range is needed as the references for the variance inside the SMU.
Volume Variance Correction PT. International Nickel Indonesia – Mines & Exploration
volume variance calculation
Limonite
NN OK COR
Saprolite
NN OK COR
Block Model Ore Definition PT. International Nickel Indonesia – Mines & Exploration
Estimated Block Model
Create Simulated Drill holes
Parameters: Cut-off Grade (cog), Minimum Ore Thickness, Maximum Waste Thickness
Composite Simulated Drill holes in zone LIMONITE and SAPROLITE Using ORE and WASTE criteria Assign ORE and WASTE products to composite using cog Merge with original simulated Drill holes Reclassify WASTE above ORE became OB and WASTE below ORE became BZ Assign BZ product to all bedrock composite PRODUCT Block Model
Create Block Model Product
Block Model Transfer PT. International Nickel Indonesia – Mines & Exploration
Datamine Block Model
The block model ready for external peer review by: - Long-term plan mine engineer - Grade control geologist
Block Model converted to Vulcan
Peer review MRMR, LTP, GC
If there is no serious findings, the block model approved by MRMR geologist, Mine engineers and Grade Control geologist as valid block model.
Resource Classification PT. International Nickel Indonesia – Mines & Exploration
Current resource classification criteria: • +/-15% on tonnes and grade on a quarterly basis for measured, on an annual basis for indicated and on a global basis for inferred (90% level of confidence) • PTI criteria: 25 or 50m for measured, 100m for indicated
Drill spacing (m) Sampling type
Measured
Indicated
Inferred
25 or 50 Core drill
100 Core drill
200 Core and/or Auger drill
Other improvement in resource classification: • Geostatistical drilling • Steep slope denser drilling
PT.INCO Mineral Resources & Mineral Reserves PT. International Nickel Indonesia – Mines & Exploration
Mineral Reserves PTI Mineral Reserves 100
Proven
Probable
90 80
DKP (Mt)
70
Mineral Resources PTI Mineral Resources
50 40 30
600 Measured
Inferred
Indicated
500
DKP (Mt)
60
20 10 0
400
2001
2002
2003
2004
2005
2006
MRMR (year)
300 200 100 0 2001
2002
2003
2004
2005
2006
MRMR (year)
2007
2008
2009
2007
2008
2009
PT. International Nickel Indonesia – Mines & Exploration
THANK YOU
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