Predictive Maintenance in IoT-Enabled Systems using Machine Learning and AI Techniques

R Kour - Transaction on Recent Developments in Industrial IoT, 2023 - journals.threws.com
With the proliferation of Internet of Things (IoT) technology across various industries, the
concept of predictive maintenance has emerged as a crucial paradigm for ensuring the …

A machine learning approach in predictive maintenance in the IoT enabled industry 4.0

S Madasamy, BP Shankar, RK Yadav… - … on Smart Electronics …, 2023 - ieeexplore.ieee.org
Predictive maintenance using machine learning is a powerful technique for industries
seeking to enhance their operations with minimize downtime. In an IoT-enabled Industry 4.0 …

Predictive Maintenance of Industrial Equipment Using IoT and Machine Learning

A Jadhav, R Gaikwad, T Patekar… - 2023 4th …, 2023 - ieeexplore.ieee.org
This study examines the predictive maintenance of industrial equipment. Through a Google
form, we gathered various viewpoints from experts in the disciplines of Machine Learning …

Utilization AI for Predictive Maintenance in IoT-Enabled Industrial Systems

H Mudia - Journal of Artificial Intelligence and Development, 2023 - edujavare.com
Abstract Integrating Artificial Intelligence (AI) with Internet of Things (IoT) technologies has
emerged as a transformative approach to predictive maintenance in industrial systems. This …

[PDF][PDF] Improving Predictive Maintenance in Industrial Environments via IIoT and Machine Learning.

SO Alhuqayl, AT Alenazi… - … Journal of Advanced …, 2024 - researchgate.net
Optimizing maintenance procedures is essential in today's industrial settings to reduce
downtime and increase operational effectiveness. To improve predictive maintenance in …

A Proposed Roadmap for Optimizing Predictive Maintenance of Industrial Equipment.

M Eddarhri, M Hain, J Adib… - International Journal of …, 2023 - search.ebscohost.com
Now-a-days, the maintenance management of industrial equipment, particularly in the
aeronautical industry, has evolved into a substantial challenge and a critical concern for the …

REVIEW ON THE EVOLUTION AND IMPACT OF IOT-DRIVEN PREDICTIVE MAINTENANCE: ASSESSING ADVANCEMENTS, THEIR ROLE IN ENHANCING …

JO Gidiagba, NK Nwaobia, PW Biu… - Computer Science & IT …, 2024 - fepbl.com
This study provides a comprehensive review of the evolution and impact of Internet of Things
(IoT)-driven predictive maintenance, focusing on advancements in technology, their role in …

Machine Learning Applications for Predictive Maintenance in IoT

A Subuhi, M Prasad, MS Nidhya, R Kolikipogu… - Migration …, 2023 - migrationletters.com
Predictive maintenance has emerged as a pivotal strategy in the Internet of Things (IoT),
leveraging machine learning algorithms to anticipate equipment failures before they occur …

[PDF][PDF] An Integrated Approach to Predictive Maintenance Using IoT and Machine Learning in Manufacturing

S Tatineni - International Journal of Electrical Engineering and …, 2020 - researchgate.net
This article explores the integration of IoT and machine learning for predictive maintenance
in manufacturing. The combined approach utilizes real-time data from IoT sensors to feed …

Predictive Maintenance in IoT: Early Fault Detection and Failure Prediction in Industrial Equipment

R Atassi, F Alhosban - Journal of Intelligent Systems and Internet …, 2023 - americaspg.com
The Industrial Internet of Things (IoT) has ushered in a new era of predictive maintenance,
revolutionizing the way industries manage and maintain their critical equipment. This paper …