Petroleum Engineering with AI Applications Specialization

Petroleum Engineering with AI Applications Specialization | Coursera [Update 01/2025]
English | Size: 4.98 GB
Genre: eLearning

Start a career in Oil & Gas, Petroleum Industry. Mastering upstream and midstream oil and gas operations with AI&ML applications.

What you’ll learn
AI/ML in seismic data and geomodelling improves reservoir accuracy and hydrocarbon recovery .
Efficient data handling and AI tech enhance decision-making, predictive maintenance, and monitoring.
Treating produced water and managing waste/vent systems ensures safety and environmental compliance.

Specialization – 5 course series
Petroleum Engineering with AI Applications offers a comprehensive learning experience combining upstream and midstream operations with AI. The course covers the oil and gas field life cycle, including exploration, drilling, oil recovery, transportation, separation systems, storage, natural gas production and processing, safety, utilities, environmental concerns, and AI applications.

Explore hydrocarbon reservoirs with geological and geophysical techniques. Learn drilling operations, well construction, equipment selection, and wellbore stability to optimize processes. Discover primary, secondary, and enhanced oil recovery methods like water flooding and gas injection.

Midstream operations cover pipeline systems, gathering stations, separation processes, oil treatment, storage, and safety measures. Understand natural gas extraction and purification principles. Learn about auxiliary equipment and utilities for upstream operations, including power and water treatment.

Emphasize safety protocols, environmental regulations, and sustainable practices. Apply AI and ML in the petroleum industry to enhance decision-making, optimize workflows, and address operational challenges.

This course integrates traditional petroleum engineering with AI advancements, enhancing efficiency and productivity in the industry.

Applied Learning Project

Project statements are framed in such a way that application of knowledge and skills learned from the entire modules of this course are require to complete the task.Students should complete a comprehensive project report covering the topics, Exploration, Drilling, Transportation and storage, Natural gas production and Processing, AI&ML applications, Utility Safety and Environment along with numerical problem solving based on industrial problems such as compression system, heat transfer requirement and pressure loss calculation in drilling operations. Successful completion of the project work will provide a mastery over upstream and midstream oil and gas operations.

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