AI-Enabled Predictive Maintenance for Industrial Equipment in the Era of IoT

MR Subbiah, K Devi, M Dhanamalar… - 2024 Ninth …, 2024 - ieeexplore.ieee.org
Modern digital technology breakthroughs include machine learning. It's used in medical,
image processing, manufacturing, aviation, autonomics, and more. Our main goal is to find …

[引用][C] Iot Based Condition Monitoring Of An Induction Motor

A Gajbiye, P Zodpe, Z Abbas, H Patanwala, C Paul… - Department of Electrical …, 2019

A two-phase machine learning approach for predictive maintenance of low voltage industrial motors

M Nikfar, J Bitencourt, K Mykoniatis - Procedia Computer Science, 2022 - Elsevier
Predictive maintenance and sound operating industrial equipment are essential for nearly
any production plant. The absence of a systematic maintenance program and data-driven …

Internet of things based smart health monitoring of industrial standard motors

R Gayathri, SK Vasudevan - Indonesian Journal of Electrical …, 2018 - section.iaesonline.com
The Industry 4.0 vision provides recommendations how companies can ease the
challenges. In an industrial environment, it is beneficial to have a predictive approach to …

Deep Learning and Time Series Analysis for Internet of Things Device Predictive Maintenance

MJ Shah, M Saleem, M Akhter, M Wajid… - Journal of Computing & …, 2024 - jcbi.org
The expansion of the Internet of Things (IoT) devices in many industries has ushered the era
of using data to optimize the organization. Nonetheless, the innovation of maintenance …

AI-Enabled Predictive Analytics for Proactive Maintenance in IoT Systems

HS Chawla, K Veerasamy, SR Patil… - … and Informatics (IC3I …, 2023 - ieeexplore.ieee.org
Wind turbine operations and maintenance expenditures have always been a significant
burden, with the majority of money spent on unforeseen unorganized failures, fixes, and …

[PDF][PDF] An Efficient IIoT-Based Smart Sensor Node for Predictive Maintenance of Induction Motors.

M Kazmi, MT Shoaib, A Aziz, HR Khan… - … Systems Science & …, 2023 - cdn.techscience.cn
Predictive maintenance is a vital aspect of the industrial sector, and the use of Industrial
Internet of Things (IIoT) sensor nodes is becoming increasingly popular for detecting motor …

[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 …

[PDF][PDF] A Review On Maintenance Techniques For Industrial Equipment And Its Machine Learning Algorithms

J Ulaganathan, KM Sadyojatha - International Journal of Advanced …, 2021 - academia.edu
Maintenance is a complex issue for companies with lot of equipment. For maintenance
companies depend on scheduled maintenance to repair the fault and damaged parts. In …

Building sensor-based real-time predictive maintenance system by utilizing artificial intelligent techniques

RM Khorsheed - 2021 - polen.itu.edu.tr
Özet Rolling elements are commonly used in heavy-duty machinery, oil firms, water
treatment processing, transportation, and aeronautical equipment among other applications …