Signal based condition monitoring techniques for fault detection and diagnosis of induction motors: A state-of-the-art review
Uninterrupted and trouble-free operation of induction motors (IMs) is the compulsion of the
modern industries. Firstly, the paper reviews the conventional time and spectrum signal …
modern industries. Firstly, the paper reviews the conventional time and spectrum signal …
Damage detection techniques for wind turbine blades: A review
Blades play a vital role in wind turbine system performances. However, they are susceptible
to damage arising from complex and irregular loading or even cause catastrophic collapse …
to damage arising from complex and irregular loading or even cause catastrophic collapse …
A review of artificial intelligence methods for condition monitoring and fault diagnosis of rolling element bearings for induction motor
The fault detection and diagnosis (FDD) along with condition monitoring (CM) and of rotating
machinery (RM) have critical importance for early diagnosis to prevent severe damage of …
machinery (RM) have critical importance for early diagnosis to prevent severe damage of …
DCNN-based multi-signal induction motor fault diagnosis
Deep learning (DL) architecture, which exploits multiple hidden layers to learn hierarchical
representations automatically from massive input data, presents a promising tool for …
representations automatically from massive input data, presents a promising tool for …
Sounds and acoustic emission-based early fault diagnosis of induction motor: A review study
O AlShorman, F Alkahatni, M Masadeh… - Advances in …, 2021 - journals.sagepub.com
Nowadays, condition-based maintenance (CBM) and fault diagnosis (FD) of rotating
machinery (RM) has a vital role in the modern industrial world. However, the remaining …
machinery (RM) has a vital role in the modern industrial world. However, the remaining …
A new statistical features based approach for bearing fault diagnosis using vibration signals
In condition based maintenance, different signal processing techniques are used to sense
the faults through the vibration and acoustic emission signals, received from the machinery …
the faults through the vibration and acoustic emission signals, received from the machinery …
Fault diagnosis of single-phase induction motor based on acoustic signals
A Glowacz - Mechanical Systems and Signal Processing, 2019 - Elsevier
The paper presents description of bearing, stator and rotor fault diagnostic methods of a
single-phase induction motor. The presented methods use acoustic signals. Five states of …
single-phase induction motor. The presented methods use acoustic signals. Five states of …
Early fault diagnosis of bearing and stator faults of the single-phase induction motor using acoustic signals
A Glowacz, W Glowacz, Z Glowacz, J Kozik - Measurement, 2018 - Elsevier
An article describes an early fault diagnostic technique based on acoustic signals. The
presented technique was used for a single-phase induction motor. The authors measured …
presented technique was used for a single-phase induction motor. The authors measured …
Condition monitoring and fault diagnosis of induction motor
SK Gundewar, PV Kane - Journal of Vibration Engineering & Technologies, 2021 - Springer
Background An induction motor is at the heart of every rotating machine and hence it is a
very vital component. Almost in every industry, around 90% of the machines apply an …
very vital component. Almost in every industry, around 90% of the machines apply an …
Diagnosis of the three-phase induction motor using thermal imaging
A Glowacz, Z Glowacz - Infrared physics & technology, 2017 - Elsevier
Three-phase induction motors are used in the industry commonly for example woodworking
machines, blowers, pumps, conveyors, elevators, compressors, mining industry, automotive …
machines, blowers, pumps, conveyors, elevators, compressors, mining industry, automotive …