Establish a career in the oil and gas industry. Think about powering upstream and downstream operations using artificial intelligence and machine learning.
Suggested by: Coursera (What is Coursera?)
No prior knowledge required
No unnecessary risks
Offering a comprehensive learning experience that integrates oil exploration and production operations with artificial intelligence technologies, the course encompasses the oil and gas field lifecycle, including:
Combines traditional petroleum engineering with technological advances in IA, improving efficiency and productivity in the industry.
Project statements are worded so that application of the knowledge and skills learned from all modules of the course is required to complete the assignment.
Successful completion of the project will provide control over upstream and midstream oil and gas operations.
The Hydrocarbon Exploration and Production course is a comprehensive course that provides an understanding of the methods and techniques involved in the exploration, drilling, and production of hydrocarbon resources. The course is designed to make learning in the oil and gas industry accessible, focusing on three key modules:
Explores the various techniques and strategies designed to identify potential hydrocarbon reserves, focusing on geological and geophysical surveys, seismic data interpretation, and remote sensing technologies designed to map subsurface structures, to enable students to make informed decisions about the economic viability of exploration projects.
Provides a comprehensive understanding of the equipment and technologies used in upstream operations, including drill tunnels, drill heads, and production platforms. The course examines various drilling techniques such as rotary drilling, directional drilling, and offshore drilling, along with the associated well control and safety systems. Additional topics such as well completions, tubing, and cementing procedures ensure a solid foundation in the practical aspects of drilling operations.
Emphasizes techniques designed to maximize hydrocarbon recovery from reservoirs, such as primary, secondary, and tertiary recovery methods, including waterflooding, gas injection, and enhanced oil recovery (EOR) techniques. The course examines the principles of reservoir engineering, reservoir characterization, and well propulsion required to optimize oil recovery and production rates. References to environmental considerations and existing methods of oil production will also be emphasized.
At the end of the course, students will be prepared to contribute effectively to the hydrocarbon industry, with the knowledge and technical skills required for successful exploration and production operations.
Basic knowledge of chemical/petroleum/oil and gas engineering.
The course “Upstream Oil and Gas Processing” provides an in-depth understanding of the various processes involved in upstream oil and gas operations, such as transportation, separation, phase separation, and treatment of obtained oil and gas, as well as hydrocarbon storage.
The course begins by exploring the basics of a transportation and gathering station, including piping specifications, flow dynamics, measurement techniques, and challenges associated with heavy oil transportation.
It deals with separation systems starting from the principles and equipment designed for oil and gas separation in production facilities. This includes surface production/separation facilities, equilibrium relationships, experimental separators, batch separators, and the design theories of two-stage and three-stage separation systems.
The course covers stage separation, highlighting its capabilities and benefits in optimizing production. In addition, three-stage separation systems are discussed, including equipment types, selection considerations, operating issues, and separator sizing.
Furthermore, it provides insights into the treatment of obtained oil, with an emphasis on crude oil treatment systems, heat transfer equipment, static electricity treaters, oil dryer, emulsion treatment, emulsion separation process, oil stabilization, and produced water treatment.
The module concludes with a discussion of hydrocarbon vapor storage and recovery, including onshore and offshore storage facilities, principles of vapor recovery, and considerations for safe storage practices.
Basic knowledge of chemical/petroleum/oil and gas engineering.
This course, “Natural Gas Production and Processing,” provides a holistic understanding of the entire natural gas life cycle, from production to processing, providing a comprehensive knowledge base and practical skills for success in the natural gas field.
The Natural Gas Production module explores the fundamentals of gas recovery and the details of production and separation facilities. Piping and safety guidelines are discussed extensively to ensure students understand best practices for the design, installation, and maintenance of gas pipelines. The course includes natural gas pipeline transportation and gas flow systems, allowing students to understand the principles and techniques involved.
Pressure equipment and accessories are an essential part of natural gas production and their design, operation and safety considerations are discussed extensively. The course also includes gas hydrates and the use of methanol injection to control temperature and prevent hydrate formation, in addition to condensate stabilization systems and the importance of gas collection and compression in efficient production operations.
The “Natural Gas Processing” module deals with the treatment and purification of natural gas. The module begins with an introduction to natural gas processing, including the importance of removing impurities and liquids from the raw gas to meet quality specifications. It explores gas drying methods, including sorption and activation techniques, as well as the common glycol drying process. It provides insights into the maintenance, renewal, servicing, and troubleshooting of glycol drying systems.
Various gas recovery processes such as iron sponge process, Sulfa-Treat, molecular filtration, zinc oxide, dissolved, membrane and distillation processes designed to remove contaminants such as sulfur dioxide and carbon dioxide to make the gas marketable are discussed extensively.
Furthermore, it deals with liquid recovery and separation processes to understand how valuable liquid hydrogens are removed from the natural gas stream through unit operations.
Basic knowledge of chemical/petroleum/oil and gas engineering.
This course, “AI and ML Applications in the Oil and Gas Industry,” takes you on a comprehensive journey through the oil and gas industry, exploring the fundamental aspects alongside cutting-edge uses of artificial intelligence and machine learning (AI and ML). It provides a holistic understanding of the core principles of the industry, while revealing the revolutionary potential of AI and ML technologies in transforming operations and decision-making processes.
The course begins with an in-depth study of the origin and formation of crude oil, reservoir types, and the 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. The basics of crude oil handling, natural gas processing, and onshore and offshore hydrocarbon storage facilities are taught here.
The course delves into the cutting edge of AI and ML applications within the oil and gas industry. It explains how ML techniques are improving seismic data processing, geomodeling, and reservoir engineering, enabling accurate reservoir identification and optimal production engineering. It also explores the vast potential of AI in the upstream sector, revolutionizing exploration, drilling, and production optimization. The course keeps students up to date with the latest advances in AI technology and big data management, enabling them to drive innovation and efficiency in the industry.
Basic knowledge of chemical/petroleum/oil and gas engineering with basic knowledge of Python.
This course combines essential knowledge of waste management services and systems with a deep understanding of safety protocols and environmental considerations. It provides the expertise needed to navigate the complex challenges of the industry while ensuring efficient operations, worker safety, and environmental sustainability.
The course delves into the world of utilities, starting with an introduction to their importance in upstream oil and gas processing. It explores ancillary equipment, power generation and distribution systems, steam generation, thermal utilities, and revolutionary gas-to-liquid and gas-to-electricity processes, optimizing resource utilization with energy efficiency and sustainability practices. The course delves into precision air systems, process air systems, nitrogen and residual gas systems, waste management, water management, and fume and ventilation systems.
The course develops a thorough understanding of safety and environmental concerns in the oil and gas industry. It covers basic safety concepts, failure mode analysis (FMEA) and safety and hazard analysis (HAZOP, HAZID, SIMOP). It provides expertise in relief valves and systems, ensuring the protection of workers and equipment. It explores fume and gas removal systems, and mitigates risks and designs for safety and environmental considerations. The course describes the impact of oil and gas operations on the environment and supports the development of environmental management plans and the performance of environmental impact assessments.
Basic knowledge of chemical/petroleum/oil and gas engineering.
