Machine health management in smart factory: A review

GY Lee, M Kim, YJ Quan, MS Kim, TJY Kim… - Journal of Mechanical …, 2018 - Springer
In this paper, we present a review of machine health managements for the smart factory. As
the Industry 4.0 leads current factory automation and intelligent machines, the machine …

MEMS accelerometers for mechanical vibrations analysis: A comprehensive review with applications

M Varanis, A Silva, A Mereles, R Pederiva - Journal of the Brazilian …, 2018 - Springer
In this paper, the use of MEMS accelerometers for measuring mechanical vibrations is
presented. Also a wide review of the literature is performed by presenting the uses of the …

Novel industrial wireless sensor networks for machine condition monitoring and fault diagnosis

L Hou, NW Bergmann - IEEE transactions on instrumentation …, 2012 - ieeexplore.ieee.org
This paper proposes a novel industrial wireless sensor network (IWSN) for industrial
machine condition monitoring and fault diagnosis. In this paper, the induction motor is taken …

Cyber-physical product manufacturing

P Wright - Manufacturing Letters, 2014 - Elsevier
The US and EU countries still can lead international manufacturing by exploiting Cyber
Physical System (CPS) technologies such as wireless system integration, wireless controls …

Combined intelligent methods based on wireless sensor networks for condition monitoring and fault diagnosis

İ Aydın, M Karaköse, E Akın - Journal of Intelligent Manufacturing, 2015 - Springer
This study presents new combined methods based on multiple wireless sensor system for
real-time condition monitoring of electric machines. The established experimental setup …

IoT-based health monitoring and fault detection of industrial AC induction motor for efficient predictive maintenance

M Yousuf, T Alsuwian, AA Amin… - Measurement and …, 2024 - journals.sagepub.com
This research paper presents the development and implementation of an integrated
condition monitoring and fault detection system for AC induction motors using a combination …

Lifelong condition monitoring based on NB-IoT for anomaly detection of machinery equipment

C Li, L Mo, H Tang, R Yan - Procedia Manufacturing, 2020 - Elsevier
The condition monitoring for machinery equipment is vital for safe and economical
production in the industry. In modern manufacturing, data-driven methods for machine …

Adaptive remaining useful life prediction algorithm for bearings

B Ayhan, C Kwan, SY Liang - 2018 IEEE International …, 2018 - ieeexplore.ieee.org
It is well known that the lifetime of bearings varies a lot even if the bearings are
manufactured in the same assembly line. This is because the exposed operating conditions …

Application of the STFT for Detection of the Rotor Unbalance of a Servo-Drive System with an Elastic Interconnection

P Ewert, B Wicher, T Pajchrowski - Electronics, 2024 - mdpi.com
The article focuses on the use of short-time Fourier transform (STFT) to detect the unbalance
of a drive with a flexible connection between the driving machine and the load. The authors …

IoT-based traction motor drive condition monitoring in electric vehicles: Part 1

J Kunthong, T Sapaklom, M Konghirun… - 2017 IEEE 12th …, 2017 - ieeexplore.ieee.org
This paper presents an implementation of a Wireless Internet of Things (IoT) system applied
to the traction motor drive condition monitoring in electric vehicles (EVs). The design and …