☆ 4.5 Review

Review on Subsea Pipeline Integrity Management: An Operator's Perspective

ENERGIES (2023)

Training effective deep reinforcement learning agents for real-time life-cycle production optimization

Kai Zhang et al.

Summary: The paper introduces a novel production optimization method that models the life-cycle production optimization problem as a finite-horizon Markov decision process. By training deep reinforcement learning agents, it achieves maximizing net present value and realtime adjustment of well control schemes.

JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING (2022)

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Article Energy & Fuels

Guidelines on Composite Flexible Risers: Monitoring Techniques and Design Approaches

Chiemela Victor Amaechi et al.

Summary: The increasing energy demand has led to exploration in the oil and gas industry. Hybrid flexible composite risers, made up of multiple layers of materials, have become more adaptable and are popular in various floating production systems. Innovative monitoring methods, such as Fiber Optics Bragg Gratings, aid in measuring and recording riser data.

ENERGIES (2022)

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Article Chemistry, Analytical

Guidelines on Asset Management of Offshore Facilities for Monitoring, Sustainable Maintenance, and Safety Practices

Chiemela Victor Amaechi et al.

Summary: Recent activities in the oil and gas industry have highlighted the increasing need for monitoring engagements in various aspects of offshore operations, prompting a necessity for asset management. The study emphasizes the importance of sustainable maintenance and safety practices for offshore structures. Additionally, it discusses fault diagnosis using sensors and the challenges faced in maintaining and developing offshore assets in a corrosive ocean environment.

SENSORS (2022)

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Article Engineering, Ocean