Machine Learning and IIoT Application for Predictive Maintenance

S Gautam, R Noureddine, WD Solvang - International Workshop of …, 2022 - Springer
Advancement of technology is at large, and a lot of companies are exploring different ways
to utilize it in the field of productivity and efficiency. The fourth revolution in Industry …

IoT based predictive maintenance management of medical equipment

A Shamayleh, M Awad, J Farhat - Journal of medical systems, 2020 - Springer
Technological advancements are the main drivers of the healthcare industry as it has a high
impact on delivering the best patient care. Recent years witnessed unprecedented growth in …

Maintenance of automobiles by predicting system fault severity using machine learning

S Shivakarthik, K Bhattacharjee, MS Mithran… - … : Proceedings of ICSCN …, 2021 - Springer
The automobile and transport industries have always tried to reduce downtime by the way of
preventive maintenance. In the past decade, electromechanical sensors have become more …

[PDF][PDF] Predictive Maintenance using Machine Learning in Industrial IoT

JNA Malaiyappan, G Krishnamoorthy - researchgate.net
The use of predictive maintenance Machine learning techniques aid systems or machines in
lowering the occurrence of certain types of machine failures via prediction and the use of …

IIoT-based Predictive Maintenance for Oil and Gas Industry

Z Jia, J Wang, C Deng - Proceedings of the 2022 6th International …, 2022 - dl.acm.org
The Industrial Internet of Things (IIoT) promises to provide an expanded awareness of field
assets and equipment, access to data from across locations, and actionable insights for …

Smart IoT platform for Big Data analysis in predictive maintenance

J Przepióra, P Bałazy, P Książek… - 2023 24th …, 2023 - ieeexplore.ieee.org
A smart IoT platform for big data analysis in predictive maintenance can help achieve goals
of predictive maintenance by collection, processing, and analysis of data from various …

Machine learning for predictive maintenance of industrial machines using IoT sensor data

A Kanawaday, A Sane - 2017 8th IEEE international …, 2017 - ieeexplore.ieee.org
The industrial Internet of Things (IIoT) is the use of Internet of Things (IoT) technologies in
manufacturing which harnesses the machine data generated by various sensors and …

Intelligent Machine Fault Detection in Industries using Supervised Machine Learning Techniques

SK Perumal, S Meenakshi - 2023 International Conference on …, 2023 - ieeexplore.ieee.org
In the modern epoch of Industry 4.0, Artificial Intelligence (AI) has made huge industry
performances to shape our daily lives, increase production efficiency, and reduce economic …

A Real Time Data Monitoring for Spinning Mill Using IOT

D Sarathkumar, RA Raj, P Ratchagan… - 2024 IEEE 13th …, 2024 - ieeexplore.ieee.org
This paper proposes a real-time data monitoring system for spinning mills using Internet of
Things (IoT) technology. The system uses sensors to collect data from various machines in …

Realizing predictive maintenance in production machinery through low-cost IIoT framework and anomaly detection: A case study in a real-world manufacturing …

G Filios, S Karatzas, M Krousarlis… - … Computing in Smart …, 2023 - ieeexplore.ieee.org
Digital transformation and predictive maintenance are still some of the key challenges faced
by the industrial sector as it moves towards Industry 4.0. However, the lack of resources …