The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch,...
Transcript of The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch,...
![Page 1: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/1.jpg)
Primary funding is provided by
The SPE Foundation through member donations
and a contribution from Offshore Europe
The Society is grateful to those companies that allow their
professionals to serve as lecturers
Additional support provided by AIME
Society of Petroleum Engineers
Distinguished Lecturer Programwww.spe.org/dl
![Page 2: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/2.jpg)
Society of Petroleum Engineers
Distinguished Lecturer Programwww.spe.org/dl
2
Dr. Jürgen Grötsch
Shell Global Solutions International B.V.
Integrated Reservoir Modelling for Carbonates
Quo Vadis?
![Page 3: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/3.jpg)
Outline
• Integrated Reservoir Modelling (IRM) in Carbonates
• Carbonate versus clastic reservoirs
• Past - A brief history of IRM in Carbonates
– 1990’s – Example: Malampaya Buildup
– 2000’s – Example: Jurassic Arab Formation
– 2010’s – Example: North Sea Chalk
• Present – Current challenges
• Future – Where are we going?
3Grötsch, 2016
![Page 4: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/4.jpg)
Why Do We Build Reservoir Models?
• To facilitate exploration, development and reservoir management decisions:
– Support of exploration and appraisal activities
– Field development planning
– Field development – additional phases
– Volumes in-place and Reserves reporting
– Uncertainty estimation and management
– Well Planning and Operations support
– Equity determinations (re-determinations)
– Farm in opportunities
– Joint venture or governance obligations
– Visualisation
4Grötsch, 2016
![Page 5: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/5.jpg)
Integrated Reservoir Modelling
• What is Integrated Reservoir Modelling?
– Structural Model
– Facies Model
– Property Model
– Fluid Model
– Flow Model
• What else do we need from IRM?
5Grötsch, 2016
![Page 6: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/6.jpg)
IRM – Input Data
6
0
100
200
300
400
500
600
700
800
900
0
2000
4000
6000
8000
10000
12000
14000
16000
18000
20000
GO
R s
cf/b
bl,
Wa
terc
ut
%
Oil
Ra
te b
bls
/d, B
HP
psi
a
Time
Ekulama F1000 Production History
Oil Rate bbl/d
BHP psia
Water Cut %
GOR scf/bbl
Field Performance Review
?Natih E
Channel Cut/Fill
Outcrop Analogue StudiesField Analogue Survey
Field Correlation
Seismic InterpretationCore Measurements
Conceptual Geological Model
Integrated Core Review
Recovery Mechanism
WOGD and viscous (fracflow)
Rim volume Y mil bbl
Gascap
ROS WF 30 -50%
Sor wo 25 -30%
WI
Sor og 15?%
Sor wog 15?%Vertical Equilibrium
High Sweep?
Current RF 35%, Ult. RF 45%?
Current state
Well Review
Grötsch, 2016
![Page 7: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/7.jpg)
• What controls reservoirarchitecture?
– Depositional facies
– Diagenetic overprint(s)
– Fracturing
Carbonate Reservoirs
7
• Modelling workflow commonly includes:
– Discrimination of depositional and diagenetic controls
– Pore typing and rock typing to model permeability and saturation
– No simple N/G cut-off criteria
– Fracture models (Dual porosity: Dual permeability)
THE RESERVOIR Well BWell A
Grötsch, 2016
![Page 8: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/8.jpg)
Porosity-Permeability Relationships
• Clastic Reservoirs– Porosity-permeability relationships are usually consistent in a
reservoir (mostly intergranular pores)
• Carbonate Reservoirs– Complex pore systems:
Often more than one porosity-permeability relationship
– ‘Mega-fabrics’ (fractures and karst) are poorly characterized from core data
– Correlations between core-based and well-test-derived permeability are complicated
– Permeability heterogeneity is complex , varies between scales
– Permeability upscaling and averaging can be important
8Grötsch, 2016
![Page 9: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/9.jpg)
• Clastic Reservoirs
– Unimodal pore systems are most common
– Correlation between storage (oil column) and productivity is present.
– Oil transition zones are usually short
Bi- and Multi-Modal Pore Networks
9
• Carbonate Reservoirs
– Bi- and multi-modal pore networks are common in carbonates
– Big differences in production behaviour between the pore systems that provide storage (volumetrics) and the pore systems that provide productivity
– Microporous reservoirs have long transition zones
Grötsch, 2016
![Page 10: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/10.jpg)
• Clastic Reservoirs
– Fractured reservoirs are uncommon (exception: tight gas)
– Faults commonly act as seals: clay smear, cataclasis and cementation effects. Fault compartments are common.
Fracturing Influences Flow Behaviour
10
• Carbonate Reservoirs
– Most reservoirs are fractured. Intensity and character widely varies.
– Tiny pore volume has potential for Darcy permeability.
– Fractures can dominate productivity and form high permeability pathways through the reservoir: Water and gas breakthrough.
– Faults and fractures create permeability anisotropy.
– Faults are more often associated with fractures and less often act as seals.
LS4
LS3
LS2
LS1
Grötsch, 2016
![Page 11: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/11.jpg)
• Advent of 3D graphics computing
• Focus on tools – everybody made his own
– Subsurface disciplines (GPs, GGs, PPs, REs, PTs)
– Tool proliferation, limited integration
• Focus on reducing uncertainty
– Linking reservoir parameters
– 3D seismic Close-the-Loop – industry first
• Example: Malampaya, Philippines (appraisal & development)
Past: A brief history of IRM – 1990’s
11Grötsch, 2016
![Page 12: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/12.jpg)
Example: Malampaya, Philippines
• Conceptual geological model
• 3D Seismic constrainedreservoir models
• Multiple realisations
• Rock type based
• 3D Seismic Close-the-Loop
12
Ref.: Grötsch & Mercadier, 1999: AAPG BulletinReal vs. synthetic seismic
Seismic constrained reservoir modelling
Grötsch, 2016
![Page 13: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/13.jpg)
RRT-1
RRT-2
RRT-3
RRT-4
RRT-5
Example: Malampaya, Philippines
• Velocity = f (POR, Rock type)
• 3D Time/Depth conversion
• Reduce Uncertainty
13Ref.: Grötsch & Mercadier, 1999: AAPG Bulletin
Pessimistic Most Likely Optimistic
Grötsch, 2016
![Page 14: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/14.jpg)
• Hardware gets more powerful – bigger models, more detail or area
• Focus on adding functionality
– Integration via using common 3D visualisation tools
– Geostatistics – how can it help?
– Carbonates require rock typing – how can we model this?
• Example: Arab Formation, UAE (brown field)
Past: A brief history of IRM – 2000’s
14Grötsch, 2016
![Page 15: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/15.jpg)
Example: Arab Formation, UAE
• From conceptual geological models ..…
15
Ref.: Grötsch et al, 2003, Geoarabia
Depositional facies distribution
Grötsch, 2016
![Page 16: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/16.jpg)
… to regional 3D reservoir models:
• Complex architecture
• Complex fluids
• Rock type based model
• Dynamic simulation
Example: Arab Formation, UAE
16
Ref.: Grötsch et al, 2003, Geoarabia
Static full-field model
Facies
Porosity
Perm
Rock Type
Dynamic full-field model
Year 2
Year 7
Year 17
Year 40
Pre
ss
ure
Grötsch, 2016
![Page 17: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/17.jpg)
• Major steps forward in technology
• Tools get more complex and cumbersome
– Advent of “Frankenstein” models – one model fits all
– Anchoring on best guess models
– Modelling for comfort rather than analytical rigor
– Carbonates require “grain scale” models (i.e. pore networks)
– Unconventionals cannot be handled
• Conclusion: IRM did not address root cause challenges
• Example: North Sea Chalk (unconventionals, subtle traps)
Past: A brief history of IRM – 2010’s
17Grötsch, 2016
![Page 18: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/18.jpg)
Example: Unconventional Carbonates
• Emmons (1921): Not all hydrocarbons are in anticlinal structures …
• Paradigm shift:In last ten years proven by production:IRM rules do not apply.
• “Unconventionals” are not new: Not followed up – until recently
– Example: “Tiroler Steinöl” in Austria: Triassic Seefeld Fm., Achensee National Park, carbonates mined >100 years
– Example: North Sea Chalk: Discovered after many years of conventional development
18
Modified after
Schenk & Pollastro, 2001
Thick source rock potential shale gas opportunity
Grötsch, 2016
![Page 19: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/19.jpg)
Example: North Sea Chalk, Denmark
• HC accumulations in Chalk
• Originally: 4-Way closures only...
• 1999: Halfdan discovery – no closure
• HC distribution in low K Carbonates:Poorly understood
19
Ref.: S. Back, H. van Gent, L. Reuning, J. Grötsch,
J. Niederau, P. Kukla (2011)
Ref.: Fabricius et al., 2007
A
B
A B
Study Area
1
2
3
Grötsch, 2016
![Page 20: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/20.jpg)
Example: North Sea Chalk, Denmark
20
0 0.5 1.0 1.5 2.0 2.5 km
1 Halfdan: Mound
linked to slumping
Iso-surface 2:
Chaos attribute
3
Northern Valley Channel
Bo-Jens Ridge
2
Mass-transport Complex
Ref.: S. Back, H. van Gent, L. Reuning, J. Grötsch, J. Niederau, P. Kukla (2011)Grötsch, 2016
![Page 21: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/21.jpg)
• Base case assumption persists: We build on it with ever increasing detail
• Narrow range of production forecasts
• Model does not address key development decisions: Ill-defined decision criteria
• Perception of realism from model complexity
IRM – Where are we now?
21
Base case with
perturbations
Single
subsurface
concept
$
STOIIP based
Complex linear
workflow
Make
investment
decisionDynamic
Uncertainty only
Narrow range
of forecasts
Grötsch, 2016
![Page 22: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/22.jpg)
• Personal biases: Geological concepts & RE multipliers
• Making the right models: Scaling
• Uncertainty management: Parameterization, end-to-end
• Linear versus iterative workflows: Enabler for integration
• Technical data management: Manage models, audit trails
• (T)ECOP: Neglecting more important value drivers and risks
– Non-technical risks (Economic, Commercial, Operational, Political)
– Access to reserves
– Short-term gains versus long-term success
Present – Current Challenges
22Grötsch, 2016
![Page 23: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/23.jpg)
• Carbonate technology development
– Model scaling
– Unconventional & subtle traps
– Grain scale & pore network modelling
– End-to-end Uncertainty handling and management
• Process development
– Focus on business decisions
– End-to-end integration
– Scenario management
• Collaboration platform
– Decision Framework Tool (DFT)
– Decision Framework Model (DFM)
– Technical Data Management (TDM)
The Challenges of the Future
24
IRM building blocks
Decision
Driven
Modelling
Strategy
Iterative
Model
Testing
Scaled,
Integrated
Workflows
Grötsch, 2016
![Page 24: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/24.jpg)
Unconventionals & Subtle Traps
• Carbonate Slope Geometries
• Reservoir propertyproxy from seismic
25
Ref.: Reuning, L., Back, S., Schulz, H., Hirsch, M., Kukla, P., Grötsch, J. (2009)
Eocene carbonate slope, Browse Basin, NWS, Australia
3D view (x5 vertical)Map view
Cross section along channel axis Cross Section
Grötsch, 2016
![Page 25: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/25.jpg)
Grain Scale & Pore Networks
26
Ref.: Knackstedt et al, 2010
Ref.: Grötsch et al., 1998
Reservoir Rock Typing
Pore Network Modelling
Grötsch, 2016
![Page 26: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/26.jpg)
End-to-end Uncertainty Handling
Experimental design and beyond
27
Create HM proxies Create Forecast proxies
Cum
Oil
Time
P10
P50
P90
Single Step
Range of forecasts constrained by history matchRange of cases with acceptable history match
Grötsch, 2016
![Page 27: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/27.jpg)
Fast Iterations – An Enabler
• Faster and shorter iterations
• Develop better understanding around key uncertainties
• Make more robust decisions
28
- Continuous
Base case with
perturbations
Single
Geological
Concept
Long linear
workflow• Long-winded
• Narrow uncertainty
range
• Over confidence in
base case
Small solution space
Too much precisionLinear
STOIIP based
L
M
H
Realistic solution space
Short
iterations in
workflow
• Short iterations
• Representative
uncertainty range
• Robust decision
evaluation
- Categorical
- Continuous
Iterative
L
H
M
Multiple
Geological
Concept
Grötsch, 2016
![Page 28: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/28.jpg)
Scenario Management
29
Evaluate Options
DevelopmentConcepts
Capture Uncertainties
SubsurfaceRealisations +
DevelopmentScenarios=
Decision
Framework
Model
Focus on Value
Grötsch, 2016
![Page 29: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/29.jpg)
Must Have
30
Content & Context Management
Modelling Tools&
Feedback Loops
DecisionFramework
ScenarioManagement
S = DC + RModelPlan
Decide
Manage DataGrötsch, 2016
![Page 30: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/30.jpg)
Optimization & Focus on Value
The end in mind …
… still a long way to go31
Subsurface
Surface
Grötsch, 2016
![Page 31: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/31.jpg)
Improving IRM– Increasing Efficiency
From
To
DGx
Thinking whilst model building – complex single model realization
MFEOFW ITR
More Efficient Modeling & Uncertainty
Analysis
Improved Understanding
&Planning
OFW MFE ITR
DGx
More Time For Evaluation
Thinking Model Building & Uncertainty Evaluation
Time Saving
32Grötsch, 2016
![Page 32: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/32.jpg)
IRM – The Three Pillars
33
Decision
Makers
Front-end
Manager
Content
Experts
People
Decision
Framework
Content and
Context
Modelling
tools
Tools
Decision
Quality
Process
Opportunity
Realisation
Standard
Key challenge: Fast iterative feedback loops
Grötsch, 2016
![Page 33: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/33.jpg)
• IRM is more than building models - Linking People, Processes & Tools
• IRM: Tremendous progress in last 25 years - key challenges ahead
• The Future of Integrated Reservoir Modelling:
– New technologies
– Decisions based IRM
– Focus on model requirements & scales
– Need for end-to-end integration
– Need for scenario management
– From linear workflows to iterative loops
Conclusions
34Grötsch, 2016
![Page 34: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/34.jpg)
Acknowledgements
• Shell Global Solutions International B.V.
• Shell Learning & Development
• My colleagues in industry and academia:- Hans Goeyenbier- Paul Wagner- John Brint- Henk-Jaap Kloosterman- Tim Woodhead- Christoph Ramshorn- and many more …..
35Grötsch, 2016
![Page 35: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/35.jpg)
Q&A
36
![Page 36: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/36.jpg)
Definitions & Cautionary Note
Reserves: Our use of the term “reserves” in this presentation means SEC proved oil and gas reserves.
Resources: Our use of the term “resources” in this presentation includes quantities of oil and gas not yet classified as SEC proved oil and gas reserves. Resources are consistent with the Society of Petroleum Engineers 2P and 2C definitions.
Organic: Our use of the term Organic includes SEC proved oil and gas reserves excluding changes resulting from acquisitions, divestments and year-average pricing impact.
Resources plays: Our use of the term ‘resources plays’ refers to tight, shale and coal bed methane oil and gas acreage.
The companies in which Royal Dutch Shell plc directly and indirectly owns investments are separate entities. In this presentation “Shell”, “Shell group” and “Royal Dutch Shell” are sometimes used for convenience where references are made to Royal Dutch Shell plc and its subsidiaries in general. Likewise, the words “we”, “us” and “our” are also used to refer to subsidiaries in general or to those who work for them. These expressions are also used where no useful purpose is served by identifying the particular company or companies. ‘‘Subsidiaries’’, “Shell subsidiaries” and “Shell companies” as used in this presentation refer to companies in which Royal Dutch Shell either directly or indirectly has control. Companies over which Shell has joint control are generally referred to as “joint ventures” and companies over which Shell has significant influence but neither control nor joint control are referred to as “associates”. The term “Shell interest” is used for convenience to indicate the direct and/or indirect ownership interest held by Shell in a venture, partnership or company, after exclusion of all third-party interest.
This presentation contains forward-looking statements concerning the financial condition, results of operations and businesses of Royal Dutch Shell. All statements other than statements of historical fact are, or may be deemed to be, forward-looking statements. Forward-looking statements are statements of future expectations that are based on management’s current expectations and assumptions and involve known and unknown risks and uncertainties that could cause actual results, performance or events to differ materially from those expressed or implied in these statements. Forward-looking statements include, among other things, statements concerning the potential exposure of Royal Dutch Shell to market risks and statements expressing management’s expectations, beliefs, estimates, forecasts, projections and assumptions. These forward-looking statements are identified by their use of terms and phrases such as ‘‘anticipate’’, ‘‘believe’’, ‘‘could’’, ‘‘estimate’’, ‘‘expect’’, ‘‘intend’’, ‘‘may’’, ‘‘plan’’, ‘‘objectives’’, ‘‘outlook’’, ‘‘probably’’, ‘‘project’’, ‘‘will’’, ‘‘seek’’, ‘‘target’’, ‘‘risks’’, ‘‘goals’’, ‘‘should’’ and similar terms and phrases. There are a number of factors that could affect the future operations of Royal Dutch Shell and could cause those results to differ materially from those expressed in the forward-looking statements included in this presentation, including (without limitation): (a) price fluctuations in crude oil and natural gas; (b) changes in demand for Shell’s products; (c) currency fluctuations; (d) drilling and production results; (e) reserves estimates; (f) loss of market share and industry competition; (g) environmental and physical risks; (h) risks associated with the identification of suitable potential acquisition properties and targets, and successful negotiation and completion of such transactions; (i) the risk of doing business in developing countries and countries subject to international sanctions; (j) legislative, fiscal and regulatory developments including potential litigation and regulatory measures as a result of climate changes; (k) economic and financial market conditions in various countries and regions; (l) political risks, including the risks of expropriation and renegotiation of the terms of contracts with governmental entities, delays or advancements in the approval of projects and delays in the reimbursement for shared costs; and (m) changes in trading conditions. All forward-looking statements contained in this presentation are expressly qualified in their entirety by the cautionary statements contained or referred to in this section. Readers should not place undue reliance on forward-looking statements. Additional factors that may affect future results are contained in Royal Dutch Shell’s 20-F for the year ended 31 December, 2014 (available at www.shell.com/investor and www.sec.gov ). These factors also should be considered by the reader. Each forward-looking statement speaks only as of the date of this presentation, 19 August, 2015. Neither Royal Dutch Shell nor any of its subsidiaries undertake any obligation to publicly update or revise any forward-looking statement as a result of new information, future events or other information. In light of these risks, results could differ materially from those stated, implied or inferred from the forward-looking statements contained in this presentation. There can be no assurance that dividend payments will match or exceed those set out in this presentation in the future, or that they will be made at all.
We use certain terms in this presentation, such as discovery potential, that the United States Securities and Exchange Commission (SEC) guidelines strictly prohibit us from including in filings with the SEC. U.S. Investors are urged to consider closely the disclosure in our Form 20-F, File No 1-32575, available on the SEC website www.sec.gov. You can also obtain this form from the SEC by calling 1-800-SEC-0330.
37
![Page 37: The SPE Foundation through member donations and a … · 2020. 5. 7. · –Visualisation Grötsch, 2016 4. Integrated Reservoir Modelling ... RRT-1 RRT-2 RRT-3 RRT-4 RRT-5 Example:](https://reader034.fdocuments.net/reader034/viewer/2022051901/5ff0368be4fd301c996a0c96/html5/thumbnails/37.jpg)
Society of Petroleum Engineers
Distinguished Lecturer Programwww.spe.org/dl 38
Your Feedback is Important
Enter your section in the DL Evaluation Contest by
completing the evaluation form for this presentation
Visit SPE.org/dl