Petroleum Engineering with AI Applications

This course, “AI&ML Applications in Oil and Gas Industry” takes into a comprehensive journey through the oil and gas industry, exploring both the fundamental overview and the cutting-edge applications of Artificial Intelligence and Machine Learning (AI&ML). It 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. This course begins with an in-depth exploration of the origin and formation of crude oil, types of reservoirs and the entire life cycle of oil and gas fields. It reveals the intricacies of oil and gas exploration methods, drilling processes, gathering stations and surface production/separation facilities. It covers the essentials of crude oil treating systems, natural gas processing and onshore/offshore hydrocarbon storage facilities. This course delves into the forefront of AI&ML applications 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. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners. Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering with Basic Python knowledge.

The course on "Midstream Oil & Gas Processing" provides a comprehensive understanding of the various processes involved in the midstream Oil & Gas operations such as transportation, separation, stage separation and treatment of recovered oil and gas, as well as the storage of hydrocarbons. This course starts with exploring the fundamentals of transportation and gathering stations, including pipeline specifications, flow dynamics, measurement techniques and challenges associated with heavy oil transportation. It explores separation systems starting from the principles and equipment used in separating oil and gas in production facilities. This includes surface production/separation facilities, equilibrium relations, test separators, group separators and the design theories of two-phase and three-phase separation systems. It covers stage separation, highlighting its applicability and advantages in optimizing production. Additionally, 3-phase separation systems are discussed, including types of equipment, selection considerations, operating problems and sizing of separators. Furthermore, it gives insights into the treatment of recovered oil, focusing on crude oil treating systems, heat transfer equipment, electrostatic heater treaters, oil dehydrators, emulsion treating, demulsification, oil desalting, crude stabilization and produced water treatment methods. The module concludes by addressing the storage and vapor recovery of hydrocarbons, including onshore and offshore storage facilities, principles of vapor recovery and considerations for safe storage practices. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering

Hydrocarbon Exploration and Production is a comprehensive course that provides insight into the methods and techniques involved in the exploration, drilling and production of hydrocarbon resources. This course is designed to equip the learners with the necessary knowledge and skills to pursue a career in the oil and gas industry, specifically focusing on three key modules: Exploration Methods, Upstream Equipment and Platforms; Drilling Methods and Systems and Methods of Oil Recovery. Exploration Methods delve into the various techniques and strategies employed to identify potential hydrocarbon reserves focusing on geological and geophysical surveys, seismic data interpretation and remote sensing technologies used to map subsurface structures to enable learners to make informed decisions regarding the economic viability of exploration projects. Drilling Methods and Systems gives a comprehensive understanding of the equipment and technologies utilized in upstream operations, including drilling rigs, wellheads and production platforms. It explores different drilling techniques such as rotary drilling, directional drilling and offshore drilling, along with the associated systems for well control and safety. Additional topics, such as well completion, casing and cementing procedures ensure a solid foundation in the practical aspects of drilling operations. Methods of Oil Recovery, emphasizes the techniques employed to maximize hydrocarbon extraction from reservoirs such as primary, secondary and tertiary recovery methods, including water flooding, gas injection and enhanced oil recovery (EOR) techniques. It explores the principles of reservoir engineering, reservoir characterization and well stimulation that are required to optimize oil recovery and production rates. Environmental considerations and sustainability practices in oil recovery will also be highlighted. By the end of the course, the learners will be well-prepared to contribute effectively to the hydrocarbon industry, equipped with the knowledge and technical expertise necessary for successful exploration and production operations. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners. Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering

This course, "Natural Gas Production and Processing" gives a holistic understanding of the entire lifecycle of natural gas, from production to processing providing a comprehensive knowledge base and practical skills to excel in the natural gas industry. In the "Natural Gas Production" module, the fundamentals of gas recovery and the intricacies of production and separation facilities are explored. Piping guidelines and safety are extensively discussed to ensure learners understand the best practices for designing, installing and maintaining gas pipelines. It also covers pipeline transportation of natural gas and gas flow systems, enabling learners to comprehend the principles and techniques involved. Pressure vessels and accessories are vital part of natural gas production and their design, operation and safety considerations are extensively covered. It also covers gas hydrates and the use of methanol injection for temperature control and prevention of hydrate formation besides condensate stabilization systems and the importance of gas gathering and compression in efficient gas production operations. The "Natural Gas Processing" module dives into the treatment and purification of natural gas. The module begins with an introduction to natural gas processing, covering the importance of removing impurities and liquids from raw natural gas to meet quality specifications. It explores gas dehydration methods, including adsorption and absorption techniques, as well as the widely used glycol dehydration process. It gives insights into the maintenance, regeneration, care and troubleshooting of glycol dehydration systems. Various gas sweetening processes such as the iron sponge process, Sulfa-Treat, molecular sieve, zinc oxide, solvent, membrane and distillation processes which remove contaminants such as hydrogen sulfide and carbon dioxide to make the gas marketable are extensively covered. Furthermore, it delves into liquid recovery processes and fractionation to understand how valuable liquid hydrocarbons are recovered from the natural gas stream through unit operations. Target learners: Students pursuing Diploma / UG / PG Programs in Chemical/ Petroleum/ Oil and Gas Engineering. Faculties / Working Professionals in the above domain & other aspiring learners. Prerequisite: Basic Chemical/ Petroleum/ Oil and Gas Engineering