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 …

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 …

Optimizing maintenance logistics on offshore platforms with AI: Current strategies and future innovations

A Ukato, OO Sofoluwe, DD Jambol… - World Journal of …, 2024 - wjarr.com
Offshore platforms are vital assets for the oil and gas industry, serving as the primary
facilities for exploration, extraction, and processing. Maintenance logistics plays a crucial …

[HTML][HTML] Adoptable approaches to predictive maintenance in mining industry: An overview

O Dayo-Olupona, B Genc, T Celik, S Bada - Resources Policy, 2023 - Elsevier
The mining industry contributes to the expansion of the global economy by generating vital
commodities. For continuous production, the industry relies significantly on machinery and …

[HTML][HTML] Improve predictive maintenance through the application of artificial intelligence: A systematic review

AD Scaife - Results in Engineering, 2023 - Elsevier
Facility operations and maintenance are defined as the functions, duties, and labor required
daily to operate and preserve a facility asset to ensure its original function is available for its …

A review on the advancements and challenges of artificial intelligence based models for predictive maintenance of water injection pumps in the oil and gas industry

S Mohamed Almazrouei, F Dweiri, R Aydin… - SN Applied Sciences, 2023 - Springer
This paper provides a comprehensive review on the Artificial Intelligence (AI) based models
for predictive maintenance (PdM) of water injection pumps (WIPs) in the oil and gas industry …

Tackling Industrial Downtimes with Artificial Intelligence in Data-Driven Maintenance

MA Hoffmann, R Lasch - ACM Computing Surveys, 2023 - dl.acm.org
The application of Artificial Intelligence (AI) approaches in industrial maintenance for fault
detection and prediction has gained much attention from scholars and practitioners. This …

Application of predictive maintenance concepts using artificial intelligence tools

D Cardoso, L Ferreira - Applied Sciences, 2020 - mdpi.com
The growing competitiveness of the market, coupled with the increase in automation driven
with the advent of Industry 4.0, highlights the importance of maintenance within …

Predictive maintenance analytics and implementation for aircraft: Challenges and opportunities

I Stanton, K Munir, A Ikram, M El‐Bakry - Systems Engineering, 2023 - Wiley Online Library
The increase in available data from sensors embedded in industrial equipment has led to a
recent rise in the use of industrial predictive maintenance. In the aircraft industry, predictive …

Data mining in predictive maintenance systems: A taxonomy and systematic review

A Esteban, A Zafra, S Ventura - Wiley Interdisciplinary Reviews …, 2022 - Wiley Online Library
Predictive maintenance is a field of study whose main objective is to optimize the timing and
type of maintenance to perform on various industrial systems. This aim involves maximizing …