Condition Monitoring and Fault Detection for Electrical Machines Using IOT

HA Raja, T Vaimann, A Rassõlkin… - Proceedings of the Future …, 2022 - Springer
Abstract Internet of Things (IoT) has become the need of the hour with the recent
advancement in technology. The emergence of new technologies has helped to …

IoT based tools for data acquisition in electrical machines and robotics

HA Raja, T Vaimann, A Rassõlkin… - 2021 IEEE 19th …, 2021 - ieeexplore.ieee.org
Internet of Things (IoT) has seen rapid growth along with the recent advancement in
information and communication area. With the introduction of new technologies, it has …

[HTML][HTML] IoT-based decision support system for health monitoring of induction motors

AP Renold, B Venkatalakshmi - Emerging trends in wireless …, 2022 - intechopen.com
An electrical motor is a common device that is used for a variety of electrical purposes.
Because of their wide range of applications, motors that are both reliable and long-lasting …

Experimental setup for online fault diagnosis of induction machines via promising IoT and machine learning: Towards industry 4.0 empowerment

MQ Tran, M Elsisi, K Mahmoud, MK Liu… - IEEE …, 2021 - ieeexplore.ieee.org
In recent years, the internet of things (IoT) represents the main core of Industry 4.0 for cyber-
physic systems (CPS) in order to improve the industrial environment. Accordingly, the …

Smart Machine Health Prediction Based on Machine Learning in Industry Environment

S Yeruva, J Gunuganti, S Kalva, SR Salkuti, SC Kim - Information, 2023 - mdpi.com
In an industrial setting, consistent production and machine maintenance might help any
company become successful. Machine health checking is a method of observing the status …

IoT Enabled Condition Monitoring of Low Voltage Motors using Fuzzy Inference System

OP Choudhary, S Jaiswal, S Das - 2021 IEEE 5th International …, 2021 - ieeexplore.ieee.org
In the revolutionized industry 4.0 vision, the predictive maintenance of the machines make
the maintenance easy and smart using Internet of Things (IoT). It helps to improve the overall …

Predictive maintenance for remote field IoT devices—A deep learning and cloud-based approach

A Kannammal, M Guhanesvar… - Mobile Computing and …, 2023 - Springer
Predictive maintenance is the process of monitoring equipment continuously during its
operation to monitor its performance to report its faults beforehand. Using machine learning …

Intelligent incipient fault detection in wind turbines based on industrial IoT environment

PHF De Sousa, M Navar de Medeiros… - Journal of Artificial …, 2019 - iecscience.org
The eagerness and necessity to develop so-called smart applications has taken the Internet
of Things (IoT) to a whole new level. Industry has been implementing services that use IoT to …

An IoT-Based Monitoring System for Induction Motor Faults Utilizing Deep Learning Models

E Irgat, E Çinar, A Ünsal, A Yazıcı - Journal of Vibration Engineering & …, 2023 - Springer
Purpose Electrical motors are among the most widely used equipment components across
many industries. Therefore, monitoring electrical motors for the early detection of faults is …

Experimental Analysis on Fault Detection in Induction Machines via IoT and Machine Learning

OP Singh, V Shanmugasundaram, A Ahmad… - Proceedings of the …, 2022 - Springer
Since induction machines are simple, durable, energy-efficient, and reliable, they have been
a vital part of the industrial sector for decades. They are vulnerable to breakdowns because …