Advancements in predictive maintenance for aging oil and gas infrastructure

OA Babayeju, A Adefemi, IO Ekemezie… - World Journal of …, 2024 - wjarr.com
The oil and gas industry relies heavily on aging infrastructure to extract, transport, and
process hydrocarbons. As these assets age, the risk of failures and downtime increases …

Transforming equipment management in oil and gas with AI-Driven predictive maintenance

DD Jambol, OO Sofoluwe, A Ukato… - Computer Science & IT …, 2024 - fepbl.com
The oil and gas industry faces significant challenges in managing equipment maintenance
due to the complexity and criticality of its assets. Traditional maintenance approaches are …

Advancements in predictive maintenance in the oil and gas industry: A review of AI and data science applications

NC Ohalete, AO Aderibigbe, EC Ani… - World Journal of …, 2023 - wjarr.com
This study provides a comprehensive review of the advancements in predictive maintenance
within the oil and gas industry, focusing on the integration and impact of Artificial Intelligence …

Case studies involving machine learning for predictive maintenance in oil and gas production operations

L Saputelli, C Palacios, C Bravo - … Learning Applications in …, 2022 - api.taylorfrancis.com
Throughout history, maintenance has moved from reactive maintenance of fixing it when it
breaks toward more systematic analysis techniques in terms of root-cause analysis …

[PDF][PDF] Predictive Maintenance in Industrial Systems Using Machine Learning

K Oroy, J Anderson - 2024 - easychair.org
Predictive maintenance has emerged as a critical strategy in industrial systems to minimize
downtime, reduce maintenance costs, and optimize operational efficiency. Machine learning …

Machine learning and artificial intelligence as a complement to condition monitoring in a predictive maintenance setting

S Settemsdal - SPE Oil and Gas India Conference and Exhibition?, 2019 - onepetro.org
In recent years, the oil and gas industry has gained greater operational efficiencies and
productivity by deploying advanced technologies, such as smart sensors, data analytics …

AI for predictive maintenance in industrial systems

A Abbas - … Journal of Advanced Engineering Technologies and …, 2024 - ijaeti.com
Predictive Maintenance (PdM) has emerged as a transformative paradigm within industrial
systems, addressing the inherent limitations of traditional reactive maintenance approaches …

Optimizing Industrial Operations: A Data-Driven Approach to Predictive Maintenance through Machine Learning

B Dhamodharan - International Journal of Machine Learning for …, 2021 - ijsdcs.com
This research paper presents a comprehensive investigation into the implementation of
predictive maintenance strategies in industrial settings to optimize operational efficiency and …

Using a digital twin in predictive maintenance

SV Rao - Journal of petroleum technology, 2020 - onepetro.org
The oil and gas industry is facing unprecedented and brutal market conditions. While the
industry was already in the midst of digitalization, the oil price crash has instilled a fresh …

[引用][C] Achieving a representation of asset data conducive to machine learning driven predictive maintenance

O Aremu - 2020 - espace.library.uq.edu.au
The success of an operation in industries such as mining, aviation, and industrial
manufacturing is heavily dependent on the continuous functioning of complex systems …