Program Description

This course gives a holistic understanding of the industry's core principles, while uncovering the transformative potential of AI&ML technologies in revolutionizing operations and decision-making processes within the oil and gas industry. It explains how ML techniques enhance seismic data processing, geomodelling and reservoir engineering, enabling accurate reservoir characterization and optimal production engineering. It also explores the vast potential of AI in the upstream sector, revolutionizing exploration, drilling and production optimization. It keeps the learners updated on the latest advances in AI technology and big data handling, empowering them to drive innovation and efficiency in the industry.

Course Objectives

  • Understand the oil and gas industry, from its core foundations to advanced exploration methods, production processes and storage facilities.
  • Explain the transformative power of AI&ML to analyze complex data, optimize production and make intelligent decisions that drive success within the oil and gas industry.
  • Acquire knowledge through perfect blend of industry expertise and futuristic AI & ML skills that are required for a distinguished industry professional and leader in oil and gas industry.

Key Highlights

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Oil and gas exploration methods

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Equipment, platforms and drilling operations

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Natural gas Production and processing

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Crude oil treating systems

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Onshore and Offshore Hydrocarbon Storage Facilities

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Seismic Data Processing using AI & ML

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Geomodelling Process

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ML in Reservoir Engineering

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Advances in AI Technology for O&G Industry

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Data handling in O&G Industry

Course enrollment data

Learning Format

Online

Duration

2 units

Certified by

IITM Pravartak Technologies Foundation
Technology Innovation Hub (TIH) of IIT Madras and
L&T EduTech

Program Fee

Rs. 1750/- Inclusive of Tax

Downloads

Program Description

Education Qualification

Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering.

Suggested Prerequisites

Basic Chemical/ Petroleum/ Oil and Gas Engineering

Teaching Hours

5

Lead Faculty

Dr Jagannathan Krishnan

Subject Matter Expert, Chemical Engineering, L&T EduTech

A Professionally motivated Chemical Engineer obtained both M.Tech and Ph.D from Indian Institute of Technology Madras. He has over 25 years of teaching and research experience in Chemical Engineering, serving institutions like IIT Madras, VIT University, SSN Institutions in India and Universiti Teknologi Mara (UiTM) Malaysia.

Learning Schedule

Origin and formation of crude oil; types of reservoir; oil and gas field life cycle; oil and gas exploration methods; Equipment in Upstream Oil and Gas Production; oil and gas drilling process; gathering stations; Surface Production/Separation Facility; crude oil treating systems; natural gas processing; Onshore and Offshore Hydrocarbon Storage Facilities.

Impacts of ML in O&G Industry; Seismic Data Processing Techniques; Geomodelling Process; ML in Reservoir Engineering; Optimal Production Engineering in O&G Industry; AI in upstream sector of O&G Industry; Advances in AI Technology for O&G Industry; Fundamentals of Data handling in O&G Industry; SOA of big data for O&G Industry.



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