Condition monitoring of bearing faults using the stator current and shrinkage methods
O Duque-Perez, C Del Pozo-Gallego… - Energies, 2019 - mdpi.com
Condition monitoring of bearings is an open issue. The use of the stator current to monitor
induction motors has been validated as a very advantageous and practical way to detect …
induction motors has been validated as a very advantageous and practical way to detect …
Evaluation of stator winding faults severity in inverter-fed induction motors
Three-phase induction motor are one of the most important elements of electromechanical
energy conversion in the production process. However, they are subject to inherent faults or …
energy conversion in the production process. However, they are subject to inherent faults or …
Bearing fault identification of three-phase induction motors bases on two current sensor strategy
TD Lopes, A Goedtel, RHC Palácios, WF Godoy… - Soft Computing, 2017 - Springer
Three-phase induction motors are the most commonly used devices for electromechanical
energy conversion. This study proposes an alternative approach for identifying bearing …
energy conversion. This study proposes an alternative approach for identifying bearing …
An artificial neural networks application for the automatic detection of severity of stator inter coil fault in three phase induction motor
G Rajamany, S Srinivasan - Journal of electrical engineering and …, 2017 - koreascience.kr
This paper deals with artificial neural network approach for automatic detection of severity
level of stator winding fault in induction motor. The problem is faced through modelling and …
level of stator winding fault in induction motor. The problem is faced through modelling and …
Induction Motor's Bearing Condition Motoring and Diagnosis Applying Cloud Services and Artificial Neural Networks
K Dambrauskas, J Vanagas… - 2019 IEEE 7th IEEE …, 2019 - ieeexplore.ieee.org
Induction motors are most common load in industry today. The sustainable and continuous
operation of induction motors is the key objective of successful modern factory to prevent …
operation of induction motors is the key objective of successful modern factory to prevent …
Reconnaissance des défauts de la machine asynchrone: application des modèles d'intelligence artificielle
J Maitre - 2017 - constellation.uqac.ca
Les machines asynchrones sont omniprésentes dans les systèmes de production
automatisé à cause de leur robustesse et leur facilitée de mise en oeuvre. Néanmoins, ces …
automatisé à cause de leur robustesse et leur facilitée de mise en oeuvre. Néanmoins, ces …
Classification algorithms comparison for interturn short-circuit recognition in induction machines using best-fit 3-D-ellipse method
J Maitre, B Bouchard, A Bouzouane… - Canadian Journal of …, 2017 - ieeexplore.ieee.org
Induction machines are omnipresent in industry because of their sturdiness and their ease of
implementation. Nevertheless, these electrical motors still concede failures [eg, interturn …
implementation. Nevertheless, these electrical motors still concede failures [eg, interturn …
Intelligent systems applied on the estimation of bearing faults in inverter-fed induction motors
WF Godoy, RHC Palácios, IN da Silva… - IECON 2016-42nd …, 2016 - ieeexplore.ieee.org
This paper proposes an approach based on intelligent systems for the classification and
diagnosis of bearing fault evolution in inverter-fed induction motors, operating at steady state …
diagnosis of bearing fault evolution in inverter-fed induction motors, operating at steady state …
Neural network approach for inter-turn short-circuit detection in induction motor stator winding
G Rajamany, S Srinivasan - Artificial Intelligence and Evolutionary …, 2018 - Springer
This work deals with neural network approach for automatic detection of stator winding fault
of the induction motor. The problem is faced through modeling of induction motor with short …
of the induction motor. The problem is faced through modeling of induction motor with short …
A hierarchical approach for the recognition of induction machine failures
Due to its sturdiness, low cost and ease of implementation, the induction machine is one of
the most common electrical motors used in industry. However, this machine still concedes …
the most common electrical motors used in industry. However, this machine still concedes …