On predictive maintenance in industry 4.0: Overview, models, and challenges

M Achouch, M Dimitrova, K Ziane… - Applied Sciences, 2022 - mdpi.com
In the era of the fourth industrial revolution, several concepts have arisen in parallel with this
new revolution, such as predictive maintenance, which today plays a key role in sustainable …

[HTML][HTML] The latest innovative avenues for the utilization of artificial Intelligence and big data analytics in water resource management

H Kamyab, T Khademi, S Chelliapan… - Results in …, 2023 - Elsevier
The effective management of water resources is essential to environmental stewardship and
sustainable development. Traditional approaches to water resource management (WRM) …

The artificial intelligence technologies in Industry 4.0: A taxonomy, approaches, and future directions

FA Alenizi, S Abbasi, AH Mohammed… - Computers & Industrial …, 2023 - Elsevier
Industry 4.0 transforms the manufacturing sector with dynamic, networked, complex
industrial environments. These environments generate vast amounts of data and require …

An artificial intelligence approach for improving maintenance to supervise machine failures and support their repair

I Rojek, M Jasiulewicz-Kaczmarek, M Piechowski… - Applied Sciences, 2023 - mdpi.com
Featured Application Maintaining production systems within Industry 4.0 facilitates the
application of artificial intelligence methods, techniques and tools to predict potential failures …

Health condition monitoring of a complex hydraulic system using Deep Neural Network and DeepSHAP explainable XAI

AT Keleko, B Kamsu-Foguem, RH Ngouna… - Advances in Engineering …, 2023 - Elsevier
This paper presents a detailed framework for Condition Monitoring (CM) based on hydraulic
systems and multi-sensor data. Nowadays, the CM technique is increasingly deployed for …

Role of ChatGPT and similar generative artificial intelligence (AI) in construction industry

N Rane - Available at SSRN 4598258, 2023 - papers.ssrn.com
The integration of generative Artificial Intelligence (AI) systems, such as ChatGPT, into the
construction industry represents a transformative force with profound implications. This …

A systematic literature review on transfer learning for predictive maintenance in industry 4.0

MS Azari, F Flammini, S Santini, M Caporuscio - IEEE access, 2023 - ieeexplore.ieee.org
The advent of Industry 4.0 has resulted in the widespread usage of novel paradigms and
digital technologies within industrial production and manufacturing systems. The objective of …

Maintenance performance in the age of Industry 4.0: A bibliometric performance analysis and a systematic literature review

S Werbińska-Wojciechowska, K Winiarska - Sensors, 2023 - mdpi.com
Featured Application This article is focused on a literature review to provide a valuable
resource for understanding the latest developments in the Maintenance 4.0 approach. The …

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 …

An In-Depth Study of Vibration Sensors for Condition Monitoring

IU Hassan, K Panduru, J Walsh - Sensors, 2024 - mdpi.com
Heavy machinery allows for the efficient, precise, and safe management of large-scale
operations that are beyond the abilities of humans. Heavy machinery breakdowns or failures …