Predictive analytics in the maintenance and reliability of satellite telecommunications infrastructure: a conceptual review of strategies and technological advancements

NA Ochuba, FO Usman, ES Okafor… - Engineering Science & …, 2024 - fepbl.com
Predictive analytics is transforming the maintenance and reliability of satellite
telecommunications infrastructure, offering proactive solutions to prevent downtime and …

A comprehensive review of strategic management practices in satellite telecommunications, highlighting the role of data analytics in driving operational efficiency and …

NA Ochuba, DO Olutimehin, OG Odunaiya… - World Journal of …, 2024 - wjaets.com
Satellite telecommunications play a crucial role in modern connectivity, enabling global
communication, broadcasting, and internet access. This paper presents a comprehensive …

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 …

The evolution of quality assurance and service improvement in satellite telecommunications through analytics: a review of initiatives and their impacts

NA Ochuba, DO Olutimehin, OG Odunaiya… - Engineering Science & …, 2024 - fepbl.com
Satellite telecommunications have undergone significant evolution, driven by the need for
enhanced quality assurance and service improvement. This paper provides a …

Predictive maintenance: How big data analysis can improve maintenance

J Daily, J Peterson - Supply chain integration challenges in commercial …, 2017 - Springer
What if an aircraft part could tell you when it needs to be repaired or replaced? With
continuous data collection, monitoring and application of advanced analytics, it can …

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

NC Ohalete, AO Aderibigbe, EC Ani, PE Ohenhen… - 2023 - researchgate.net
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 …

[图书][B] Predictive analytics: modeling and optimization

V Kumar, M Ram - 2021 - books.google.com
Predictive analytics refers to making predictions about the future based on different
parameters which are historical data, machine learning, and artificial intelligence. This book …

[HTML][HTML] Developing a predictive maintenance model for vessel machinery

VJ Jimenez, N Bouhmala, AH Gausdal - Journal of Ocean Engineering and …, 2020 - Elsevier
The aim of maintenance is to reduce the number of failures in equipment and to avoid
breakdowns that may lead to disruptions during operations. The objective of this study is to …

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 …

Asset health management using predictive and prescriptive analytics for the electric power grid

A Goyal, E Aprilia, G Janssen, Y Kim… - IBM Journal of …, 2016 - ieeexplore.ieee.org
Electric utilities make up an asset-intensive industry with a broad geographical spread of
assets, such as poles, transformers, cables, and switchgear. The utilities face a backlog of …