OG-104
AI for Production Optimization & Forecasting
A two-day program on ML techniques for production forecasting, well performance analysis, and production optimization.
2 days
Production engineers, reservoir engineers, production technologists, data analysts
advanced
hybrid
AvailableOverview
Course Overview
Production optimization and accurate forecasting are critical for asset management and planning. This program covers ML approaches to production forecasting, decline curve analysis with ML, well performance prediction, and artificial lift optimization. Participants learn how AI is improving forecast accuracy and enabling proactive production management.
Target Audience
Production engineers, reservoir engineers, production technologists, data analysts
Prerequisites
OG-101 or equivalent. Production engineering background.
Learning Objectives
- Apply ML to production forecasting
- Use ML for decline curve analysis and prediction
- Optimize artificial lift with ML
- Identify underperforming wells with AI
- Build data-driven production models
Key Modules
- ML for Production Forecasting Overview
- Decline Curve Analysis with Machine Learning
- Well Performance Prediction Models
- Artificial Lift Optimization with AI
- Anomaly Detection in Production Data
- Data-Driven Reservoir Management
- Case Studies in Production AI
Learning Outcomes
- Practical ML techniques for production forecasting
- Ability to build data-driven production models
- Understanding of AI for artificial lift optimization
- A framework for production anomaly detection
Instructor
Your Instructor
Dr. Hussein Mustapha
AITECH Academy Faculty
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