Reservoir Engineering Training Courses > Advanced Data Interpretation in Reservoir Engineering Using Python

About this Training

This course provides comprehensive training in data interpretation methodologies and Python libraries essential for unconventional reservoir characterization. Through detailed sessions, real-world case studies, and hands-on examples, participants will develop the expertise needed to navigate modern reservoir management challenges with confidence. The program combines theoretical foundations with practical applications, ensuring participants can effectively analyze and interpret diverse data types including pressure, rate, and formation data.

The first day focuses on leveraging Python for multidisciplinary data analysis, enabling participants to conduct large-scale exploratory analysis and extract valuable insights. Day two delves into rate and pressure transient analysis (RTA and PTA) for unconventional reservoirs, bridging field-scale insights with well-level analysis to optimize reservoir performance. For those seeking additional depth, an optional third day explores advanced reservoir characterization methods, including coupled completion and reservoir simulation, along with machine learning applications for production prediction.

Throughout the course, participants will develop a holistic understanding of both fundamental and advanced concepts in reservoir characterization. By integrating diverse data types and analytical approaches, they will learn to make informed decisions that enhance reservoir performance. This comprehensive approach ensures that participants graduate with practical skills immediately applicable to their work in unconventional reservoir management and optimization.

Upon completion of this course, participants will get to:

  • Master advanced data integration and interpretation techniques in reservoir engineering.
  • Validate and control data quality for accurate reservoir characterization.
  • Learn fundamentals of python coding for exploratory data analysis to identify and overcome data gaps.
  • Understand benefits and setbacks of pressure-transient and rate-transient analysis for reservoir characterization.
  • Gain insight into real-world applications and emerging trends, enhancing strategic decision-making in reservoir management.

This course is designed for energy industry professionals who work with reservoir data and seek to enhance their analytical capabilities. Ideal participants have some experience in reservoir engineering or data analysis and want to develop advanced skills in Python-based data interpretation, rate transient analysis (RTA), and pressure transient analysis (PTA). The course particularly benefits those looking to bridge traditional engineering approaches with modern data science techniques for better reservoir characterization and management.

  • Reservoir Engineers
  • Petroleum Engineers
  • Geoscientists
  • Well Test Engineers
  • Production Engineers
  • Data Scientists/Analysts in Oil & Gas
  • Reservoir Surveillance Engineers
  • Completion Engineers
  • Production Technology Specialists
  • Field Development Engineers
  • Basic
  • Intermediate

Your expert course leader brings over 20 years of expertise in engineering, business, and data science to the upstream oil and gas sector, including expertise on characterization of complex reservoir systems. She has a profound understanding of subsurface dynamics, specializing in evaluating new technologies to optimize production processes. In prior roles, she concentrated on application of numerical and data-driven modeling solutions for efficient reservoir management, including 3D numeric modeling, RTA and PTA methods for unconventional reservoir systems.

Unlock the potential of your workforce with customized in-house training programs designed specifically for the energy sector. Our tailored, in-house courses not only enhance employee skills and engagement but also offer significant cost savings by eliminating travel expenses. Invest in your team’s success and achieve specific outcomes aligned with your organization’s goals through our expert training solutions. Request for further information regarding our on-site or in-house training opportunities.

In our ongoing commitment to sustainability and environmental responsibility, we will no longer providing hard copy training materials. Instead, all training content and resources will be delivered in digital format. Inspired by the oil and energy industry’s best practices, we are leveraging on digital technologies to reduce waste, lower our carbon emissions, ensuring our training content is always up-to-date and accessible. Click here to learn more.

To further optimise your learning experience from our courses, we also offer individualized “One to One” coaching support for 2 hours post training. We can help improve your competence in your chosen area of interest, based on your learning needs and available hours. This is a great opportunity to improve your capability and confidence in a particular area of expertise. It will be delivered over a secure video conference call by one of our senior trainers. They will work with you to create a tailor-made coaching program that will help you achieve your goals faster.
Request for further information post training support and fees applicable