Predictive Analytics for Proactive Maintenance in Industrial IoT Applications

AJM Rani, B Yasotha, P Sevanthi… - 2023 7th …, 2023 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT) enabled predictive analytics have enabled the
manufacturing sector to transition from reactive to proactive maintenance. This article …

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 …

Predictive maintenance in industrial IoT (IIoT)

FS Al-Anzi, AF Al-Anzi, S Sarath - International Conference on …, 2024 - spiedigitallibrary.org
Industrial maintenance practices have been transformed by the integration of the Industrial
Internet of Things (IIoT) and AI. In the context of the IIoT, this research article seeks to …

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 …

Integrating Big Data Analytics and Machine Learning for Predictive Maintenance within Industrial IoT Frameworks

A Gandhi - 2023 International Conference on Communication …, 2023 - ieeexplore.ieee.org
With the proliferation of Industrial Internet of Things (IIoT) devices, there is an unprecedented
growth in the volume, velocity, and variety of data generated from diverse sources. This …

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 …

[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 …

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 …

Predictive Analysis of Outages and Enhanced Network Optimization for Industrial IoT System

G Anurag, C Akshay, A Menon, N Akshitha… - … Conference on Smart …, 2024 - Springer
Industry 4.0 has transformed traditional manufacturing processes by enabling real-time data
collection, analysis, and decision-making through the integration of Industrial Internet of …

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

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