An AB-CNN intelligent fault location recognition model for induction motor

2021 ◽  
Author(s):  
Lingzhi Yi ◽  
Xiu Xu ◽  
Wenxin Yu ◽  
Xuanjian Xu ◽  
Tao Sun ◽  
...  
Keyword(s):  
Induction Motor ◽  
Fault Location ◽  
Recognition Model ◽  
Location Recognition

scholarly journals Stator inter-turn fault detection of an induction motor using neuro-fuzzy techniques

2010 ◽  
Vol 20 (3) ◽  
pp. 363-376 ◽  
Author(s):  
Rudra Dash ◽  
Bidyadhar Subudhi
Keyword(s):  
Fault Detection ◽  
Induction Motor ◽  
Fault Location ◽  
Single Phase ◽  
Fuzzy Inference ◽  
Induction Machine ◽  
Inference System ◽  
Neuro Fuzzy ◽  
Three Phase ◽  
Fuzzy Techniques

Stator inter-turn fault detection of an induction motor using neuro-fuzzy techniquesMotivated by the superior performances of neural networks and neuro-fuzzy approaches to fault detection of a single phase induction motor, this paper studies the applicability these two approaches for detection of stator inter-turn faults in a three phase induction motor. Firstly, the paper develops an adaptive neural fuzzy inference system (ANFIS) detection strategy and then compares its performance with that of using a multi layer perceptron neural network (MLP NN) applied to stator inter-turn fault detection of a three phase induction motor. The fault location process is based on the monitoring the three phase shifts between the line current and the phase voltage of the induction machine.

scholarly journals Simplified Fourier Series Based Transistor Open-Circuit Fault Location Method in Voltage-Source Inverter Fed Induction Motor

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 83953-83964
Author(s):  
Feng Wu ◽  
Jianwen Sun ◽  
Dehong Zhou ◽  
Yang Liu ◽  
Tao Geng ◽  
...  
Keyword(s):  
Fourier Series ◽  
Induction Motor ◽  
Fault Location ◽  
Open Circuit ◽  
Voltage Source ◽  
Voltage Source Inverter ◽  
Location Method
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