• Home
  • About
  • Solutions
  • Case Studies
  • Benefits
  • Contact
Case Studies

Reservoir Characterization


Accelerate exploration and reservoir characterization using Artificial Intelligence.

Reservoir Characterization

Challenge

The classification of reservoir fluids is a matter of considerable practical importance. By following the rule of thumb, fluid types in a reservoir can be identified, but laboratory observations are often required to verify them because of the imprecise and uncertainty that exist in reservoir parameters.

Solution
  • We have proposed the application of Artificial Neural Networks to classify the reservoir fluid types based on laboratory observation and field data.
  • More than 700 samples of different types of reservoir fluid types were used to develop the ANN model.
  • Different types of architecture for different groups of input data were tested using fitness criteria to identify an optimal architecture.
  • The optimal neural network was able to classify the reservoir fluid with high accuracy.

Project Info

  • Category :Reservoir Management
  • Client : Oil & Gas
  • Location : Yeman
  • Completed Date : 2021

Value-Addition​​

  • 97.5% accuracy was achieved in reservoir fluid classification using ANN.
  • Able to study the significance of different input fluid properties in no time.
  • Frequency of laboratory observation was drastically limited.
einnel_footer

Follow us on social media to get quality content on digital manufacturing while scrolling through your news feed.​

Our Solutions

  • Exploration and Assessment
  • Oil Well Log Analysis
  • Reservoir Characterization
  • System Design & Operations
  • Drilling Optimization

Contact Us

  • No. 4, Soundarya Nagar, Gowrivakkam, Chennai - 600 073
  • +91 (44) 2278 2028
  • einnel.gbd@einnel.com
  • Mon - Fri / 9:30 AM - 6:30 PM
  • Internet
    www.einnel.com

Canada Office

  • 12756 104 Ave, Surrey,
    British Columbia V3V 3H9,
    Canada.
  • +1 (604) 307-1106
  • contact@einnel.ca
  • Internet
    www.einnel.ca

© All Rights Reserved. Developed By EinNel Technologies

About Us  |   Blog  |   Careers  |   Contact Us  |   India  |   canada