• Goal: to bring consistency to facies logs thus enhancing the
workflows, integration of data, and quality of reservoir modeling
• Premise: Facies logs are typically not tuned optimally to the
hierarchical geomodeling workflows
3. Introduction to PetroTeach
Hydraulic Fracturing Webinar 3
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4. 4
Tuesday 1st – 16:00 GMT
Nightmare of Hydrate Blockage
Professor Bahman Tohidi
Wednesday 9th – 16:00 GMT
Seismic Reservoir Characterization
Dr. Andrew Ross
Thursday 10th – 16:00 GMT
Hydraulic Fracturing
Jerry Rusnak
Monday 14th – 17:00 GMT
3D Printing: The Future of Geology
Dr. Franek Hasiuk and Dr. Sergey Ishutov
Free Webinars in September
Monday 21th – 17:00 GMT
Elements of Fiscal Regimes and Impact on
E&P Economics and Take Statistics
Professor Wumi Illedare
Thursday 3 rd – 16:00 GMT
Advanced Petrophysics
Mostafa Haggag
5. 5
Wednesday 7th – 16:00 GMT
Classic Measurement vs. Image Processing
Professor Reza Azin
Thursday 1st – 16:00 GMT
Casing and Cementing
Jerry Rusnak
Wednesday 14th – 16:00 GMT
Advanced Analysis of Carbonate System
Professor Maria Mutti
Monday 21th – 16:00 GMT
SAGD And Solvent-SAGD Design And Analysis
Dr. Mazda Irani
Free Webinars in October
6. 6
Wednesday 25th – 18:00 GMT
Plug and Abandonment (P&A) of Wells
Dr. Mahmoud Khalifeh
Monday 9th – 18:00 GMT
Electrofacies, A Guided Machine Learning For The Practice of Geomodeling
David Garner
Free Webinars in November
Sunday 1st – 16:00 GMT
BoreHole Image Application
Imene Ferhat
Wednesday 18th – 18:00 GMT
Well Integrity Management System
Fayez Makkar
Wednesday 4th – 16:00 GMT
Application of Artificial Intelligence and Machine Learning
in Petroleum Engineering
Professor Shahab D. Mohaghegh
7. 7
Tuesday 1st – 16:00 GMT
Fundamentals of Carbonate Reservoirs
Professor Ezat Heydari
Free Webinars in December
Wednesday 9th – 16:00 GMT
The Role of Geomodeling in The Multi-Disciplinary Team
David Garner
Register by email to:
webinar@petro-teach.com
https://www.petro-teach.com
Sunday 13th – 16:00 GMT
Petroleum Investment Analysis
Dr. Babak Jafarizadeh
Tuesday 15th – 16:00 GMT
Carbon Capture, Utilization And Storage
Dr. Franek Hasiuk
8. David Garner
PetroTeach
Distingushed Instructor
• He holds a Masters degree from Cornell
Univesity in Geophysics
• David Garner has more than 30 years of
Petroleum Industry experience in project teams,
consulting services and R&D.
• He has worked for Chevron, ConocoPhillips,
Equinor, Haliburton, TerraMod Consulting
• He is an active member of CSPG, EAGE, SPE,
AAPG, IAMG and is a licensed professional
with APEGA
8Electrofacies Modeling
9. Electrofacies, A Guided Machine Learning
For the Practice of Geomodelling
David Garner
9.11.2020
World Class Training Solutions
www.petro-teach.com
13. 13
Rescaling workflows (context)
Geomodelers work with multi-scale data (i.e., different support volumes)
Logs
Blocked wells
Geomodel
Flow model
Seismic model
Core plugs
Models are generated at different scales
Slide modified from
34. 3434
Electro-facies Results Example
The study compared results to core photos and image logs
2007 2008
Based on geological concepts the proportions were adjusted to ensure the succession captured the variability
of a lower shoreface (mixed clastics) to upper shoreface (sand dominated) transition.
48. Introduction to Geomodelling practice (1) (online)
5 half days, Jan 18 -22 (half day each)
[To be repeated: Tentative dates Mar 29-April 2]
Register@petro-teach.com
Course Overview:
A key goal in the Geomodelling practice is to provide images of reservoir heterogeneities critical to
better understanding the physical hydrocarbon extraction processes. Geomodels help reveal the impact of
the various reservoir multi-scale features on dynamic behaviour. Challenges exist to adapt workflows
and build efficiencies for subsurface modelling needs. The course intent is to provide grounding in
geomodelling thought process, and to place high level topics into their basic integrated context. By the
end of the course, each topic will have been defined and discussed and related to general workflows with
examples.
Learning Objectives:
Grounding in:
• Essential Geostatistical theory and application
• Geomodelling thought process in workflows and key algorithms
• Best practices and Trade Craft
Course price (Euro):
• 20% DISCOUNT for Ph.D. students, Group (≥ 3 person) and early bird registrants (4 weeks before)
48
49. 49
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Electrofacies Modeling