About the Course
This course shows the importance of geostatistics in static reservoir and dynamic modelling. Participants will learn how to use deterministic and stochastic modelling methodologies to quantitatively integrate diverse data types, model reservoir heterogeneity, assess model uncertainty, and prepare the reservoir model as input to a flow simulator. Emphasis is placed on the best modelling practices and data integration methodologies available. The main tool for the practical session is PETREL.
Course Objectives
The objective of the course is to provide participants who have experience in building reservoir models, with the solid understanding of the underlying geostatistical methodologies used in Applied Reservoir Modeling.
The course provides discussion of the heart of geostatistics that includes data stationarity, spatial relationship (variogram), estimation (kriging and cokriging), and conditional simulation (SIS, TGS, SGS). Additionally, best practices on the workflow for building reservoir model will be presented. To enhance the understanding of the participants about these topics, the exercise for detail analysis and sensitivity, based on actual field data, is provided.
Course Contents
- Introduction
o From Core to Simulation: An Integrated Reservoir Modelling Workflow
o Role of Heterogeneity in Reservoir Modelling, Fundamentals of Geostatistics
- Basic Statistics for Reservoir Modelling
o Descriptive Statistics: Univariate and Bi-variate Analysis (Linear Regression)
o Inferencial Statistics: Random Experiment, Probability and Probability Distribution Function
- Practical Session 1
o Advantage and Disadvantage of Linear Regression, Gaussian Transform
- Data Stationarity
o Background Theory: Outlier, Log, Trend (1D, 2D and 3D) and Normal Transforms
o Practical Session 2: Performing Data Analysis of Continuous and Discrete Variables
- Spatial Analysis:
o Covariance and Variogram in Spatial Space
o Variogram Analysis: Definition, Variogram in Practice, Modelling, Anisotropy, and Uncertainty, Practical Session 3: Building Variogram Model
- Deterministic Modelling: Estimation Process (Kriging)
o Kriging vs. Conventional Linear Interpolation
o Kriging Fundamental: Simple and Ordinary Kriging, Kriging for Geological Facies
o Role of Secondary Variable (Seismic and/or Concept):
– Preparing Secondary Variable, Reconciling Data Resolution
– Universal Kriging (Trend Method), Co-Kriging and Collocated Cokriging
– Practical Session 4: Sensitivity of Various Kriging Techniques
- Stochastic Modelling: Stochastic Simulation
o Preserving Heterogeneity: Estimation vs. Simulation
o Continuous Variable Simulation using Sequential Gaussian Technique
o Discrete Variable Simulation using Sequential Indicator and Truncated Gaussian Technique, Co-Simulation Process for Data Integration
o Practical Session 4: Sensitivity of Simulation Techniques
- Practical Integrated Reservoir Modelling Process
o Structure Modelling, Facies Modelling (Geological Facies and Rock Type)
o Property Modelling (Porosity, Permeability, and Saturation)
o Volume Calculation and Uncertainty Analysis
o Moving to Dynamic Model Dynamic Ranking, Upscaling)
Who Should Attend?
This course is important for reservoir modelers or for any geoscientist/engineer involved in an integrated reservoir study.
5 Days
Course Fees (VAT Included)
Lagos/PH/Abuja: ₦ 430,000.00
UK/US/Ghana/Others: $ 4,300.00
- Award of Certificate.
- Professional Training Materials
REGISTRATION PROCEDURE
- Go to “Register Now” button and fill the form and send it. You will get “message sent” if it is successful.
- You will get confirmation of your registration within two working days when you will be asked to go ahead and make payment.
- Go ahead and make payment.
- Send your name, phone number, email address, training location, amount paid to info@sbtpetroleum.com.ng OR SMS to +2349098171437.
- Upon confirmation of your payment, an electronic receipt will be sent to your mail.
- A joining instruction will be sent to you at least 72 hours before the training date an time.
- Looking forward to training date to commence your training. However, if a need to change the dates of the training arises, you will be notified immediately. This may be due to unavailability of the instructors or due to unavoidable logistic challenges.
ACCOUNT DETAILS
NAIRA ACCOUNT
BANK: ECOBANK
ACCOUNT NAME: SBT PETROLEUM GEOSCIENCE LIMITED
ACCOUNT NUMBER: 1613062169
BRANCH: Chevron Branch
SORT CODE: 050150340
DOLLAR ACCOUNT
BANK: ECOBANK
ACCOUNT NAME: SBT PETROLEUM GEOSCIENCE LIMITED
ACCOUNT NUMBER: 1613062183
BRANCH: Chevron Branch
SORT CODE: 050150340