Review on the evolution and impact of iot-driven predictive maintenance: assessing advancements, their role in enhancing system longevity, and sustainable …

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 …

Intelligent Systems For Predictive Maintenance In Industrial IoT

M Vijayakumar, PS Nair, SBGT Babu… - 2023 10th IEEE Uttar …, 2023 - ieeexplore.ieee.org
The IIoT has changed the way businesses function by making available real-time data and
insights from linked devices. Predictive maintenance is becoming increasingly important …

[PDF][PDF] Machine Learning-Based Predictive Maintenance of Industrial Machines

C Patil, S Jadhav, A Bardiya, A Davande… - … Journal of Computer …, 2023 - researchgate.net
IoT (IIoT) enables machines, people, cloud computing and analytics to function together,
improving the performance and productivity of industrial processes. Earlier maintenance of …

[图书][B] Industrial Internet of Things (IIoT): Intelligent Analytics for Predictive Maintenance

R Anandan, S Gopalakrishnan, S Pal, N Zaman - 2022 - books.google.com
INDUSTRIAL INTERNET OF THINGS (IIOT) This book discusses how the industrial internet
will be augmented through increased network agility, integrated artificial intelligence (AI) …

[PDF][PDF] AI-Powered Predictive Maintenance for Industrial IoT Systems

AK Sandu - Digitalization & Sustainability Review, 2022 - researchgate.net
AI and IoT systems have enabled AI-powered predictive maintenance, a proactive approach
to industrial maintenance that predicts and prevents equipment breakdowns. This study …

Revolutionizing Conveyor Belt Systems: Empowering Predictive Maintenance with Iot, Cloud, and Machine Learning

A PVS, S Peravali, RKR DV - Cloud, and Machine Learning - papers.ssrn.com
The ever-increasing volume of data necessitates an effective monitoring system to support
decision-making processes. In the Industry 4.0 landscape, artificial intelligence (AI) is …

[HTML][HTML] Predictive maintenance in Industry 4.0: a survey of planning models and machine learning techniques

I Hector, R Panjanathan - PeerJ Computer Science, 2024 - peerj.com
Equipment downtime resulting from maintenance in various sectors around the globe has
become a major concern. The effectiveness of conventional reactive maintenance methods …

Predictive Maintenance in IoT Devices Using Time Series Analysis and Deep Learning

M Raparthy, B Dodda - Dandao Xuebao/Journal of Ballistics - ballisticsjournal.com
The pervasive integration of Internet of Things (IoT) devices across industries has ushered in
a new era of data-driven operational efficiency. However, the reliability and uninterrupted …

[HTML][HTML] TIP4. 0: industrial internet of things platform for predictive maintenance

C Resende, D Folgado, J Oliveira, B Franco, W Moreira… - Sensors, 2021 - mdpi.com
Industry 4.0, allied with the growth and democratization of Artificial Intelligence (AI) and the
advent of IoT, is paving the way for the complete digitization and automation of industrial …

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 …