Condition monitoring and fault diagnosis of induction motor using support vector machine

RA Patel, BR Bhalja - Electric Power Components and Systems, 2016 - Taylor & Francis
This article deals with the condition monitoring and fault diagnosis of a three-phase
induction motor using a support vector machine classifier. By acquiring the three line …

Advanced motor monitoring and diagnostics

P Ostojic, A Banerjee, DC Patel… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
Modern motor protection relays are capable of long-term failure monitoring and diagnostics
based on information collected by a powerful data acquisition system. This includes …

[PDF][PDF] A review of voltage and current signature diagnosis in industrial drives

KV Kumar - International Journal of Power Electronics and Drive …, 2011 - academia.edu
With the industrial growth, it has become necessary to monitor the condition of the
machine/system. Electrical machine being the most sensitive part has great importance for …

A new approach for fault detection of broken rotor bars in induction motor based on support vector machine

MG Armaki, R Roshanfekr - 2010 18th Iranian Conference on …, 2010 - ieeexplore.ieee.org
In this paper, a new approach is proposed to perform broken rotor bar fault detection in
induction motors using of support vector machine (SVM) classifier. New features such as …

Finite element analysis of rotating electrical machines—An educational approach

B Stoev, G Todorov, P Rizov… - 2017 IEEE Global …, 2017 - ieeexplore.ieee.org
The paper presents the application of the Finite element method in teaching the fundamental
theoretical aspects of rotating electrical machines to undergraduate students. The scope of …

Enhanced algorithm for motor rotor broken bar detection

D Stankovic, Z Zhang, I Voloh, J Vico… - 2010 63rd Annual …, 2010 - ieeexplore.ieee.org
Motor rotor broken bar is one of the predominant failure modes of squirrel cage induction
motors. There are numerous researched methods for identifying rotor bar faults: motor …

[PDF][PDF] Rotor fault detection and diagnosis of induction motor using fuzzy logic

VP Mini, S Ushakumari - Amse J. Modell. A, 2014 - academia.edu
In the present scenario, online parameter monitoring of induction motors with the help of
fault detection algorithms are very useful for the early detection of fault and to protect the …

[PDF][PDF] Detection and Diagnosis faults in Machine asynchronous based on single processing

I Chouidira, KD Eddine… - International Journal of …, 2019 - pdfs.semanticscholar.org
In this work, we proposed multi-winding model for the simulation of broken bars in squirrel
cage asynchronous machine, this model allows to study the influence of the broken bar …

Multiple faults detection and identification of three phase induction motor using advanced signal processing techniques

M Hussain, RR Ahmed, I Hussain… - 3c Tecnología: glosas …, 2020 - dialnet.unirioja.es
In this paper, we have presented the multiple fault detection and identification system for
three-phase induction motor. Fast Fourier Transform (FFT) is the most used signal …

Grandeurs non invasives pour le diagnostic des machines asynchrones

A Allal - 2018 - dspace.univ-setif.dz
L'Objectif de ce mémoire est de trouve des approches efficaces pour prédire les défauts
dans la machine asynchrone. Nous nous sommes penchés sur l'étude des grandeures non …