🛢️Artificial Intelligence in Petroleum and Natural Gas Engineering

Engineering · 11 units · free, no membership

1 Introduction to Artificial Intelligence and Verification Discipline in Petroleum and Natural Gas Engineering

2 Drilling Data, Well Logs and Petrophysical Interpretation

3 Seismic Data Analysis, Feature Extraction and Structural Interpretation

4 Reservoir Characterization, Facies Modeling and Geostatistics

5 Production Forecast, Drawdown Curve Analysis and Reserve Estimation

6 Drilling and Production Optimization

7 Predictive Maintenance and Equipment Reliability

8 HSE, Process Safety and Operational Risk

9 Pipeline Monitoring, Leak Detection and Integrity Management

10 Data Analysis with Python: Oil-Gas Workflows

11 Regulatory, Ethics, Data Privacy and Holistic Verification Governance

All trainings Start from unit 1