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 …

A Novel Advanced IoT System for Predictive Maintenance Systems and Supply Chain Optimization Solutions for Manufacturing Industries

PSS Prasad, A Mangadevi… - Advancement of IoT in …, 2024 - matjournals.net
This paper presents a pioneering approach to revolutionize manufacturing industries
through the development of a novel advanced Internet of Things (IoT) system tailored for …

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 …

IoT based predictive maintenance in manufacturing sector

S Nangia, S Makkar, R Hassan - Proceedings of the International …, 2020 - papers.ssrn.com
Industry 4.0 enables technological trends like Big Data Analytics and Machine Learning
techniques to converge into and merge with traditional manufacturing processes, resulting in …

[PDF][PDF] Internet of Things and Data Analytics for Predictive Maintenance in Industry 4.0, A Review

M Soori, FKG Jough, R Dastres, B Arezoo - researchgate.net
Through the integration of data analytics and the Internet of Things (IoT), predictive
maintenance in Industry 4.0 has significantly improved how businesses maintain their assets …

[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 …

Integrating IoT Data Streams with Machine Learning for Predictive Maintenance in Industrial Systems

SJ Gami, SN Jain - … Journal of Sustainable Development Through AI, ML …, 2024 - ijsdai.com
This research paper investigates the integration of Internet of Things (IoT) data streams with
machine learning algorithms to enable predictive maintenance in industrial systems. As …

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 …

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 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 …