scholarly journals Fuzzy Logic Based Direct Power Control of Induction Motor Drive

10.11591/538 ◽  
2016 ◽  
Vol 5 (3) ◽  
Author(s):  
Hossein Rahimi Khoei ◽  
Elham Farazande Shahraki
Keyword(s):  
Fuzzy Logic ◽  
Power Control ◽  
Induction Motor ◽  
Motor Drive ◽  
Induction Motor Drive ◽  
Direct Power ◽  
Direct Power Control

scholarly journals Fuzzy Logic Based Direct Power Control of Induction Motor Drive

2016 ◽  
Vol 5 (3) ◽  
Author(s):  
Hossein Rahimi Khoei ◽  
Elham Farazande Shahraki
Keyword(s):  
Fuzzy Logic ◽  
Power Control ◽  
Induction Motor ◽  
Motor Drive ◽  
Induction Motor Drive ◽  
Direct Power ◽  
Direct Power Control

scholarly journals Sensorless Direct Power Control of Induction Motor Drive Using Artificial Neural Network

2015 ◽  
Vol 2015 ◽  
pp. 1-9 ◽  
Author(s):  
Abolfazl Halvaei Niasar ◽  
Hossein Rahimi Khoei
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Power Control ◽  
Induction Motor ◽  
Motor Drive ◽  
Induction Motor Drive ◽  
Direct Power ◽  
Direct Power Control ◽  
Artificial Neural ◽  
Propagation Network

This paper proposes the design of sensorless induction motor drive based on direct power control (DPC) technique. It is shown that DPC technique enjoys all advantages of pervious methods such as fast dynamic and ease of implementation, without having their problems. To reduce the cost of drive and enhance the reliability, an effective sensorless strategy based on artificial neural network (ANN) is developed to estimate rotor’s position and speed of induction motor. Developed sensorless scheme is a new model reference adaptive system (MRAS) speed observer for direct power control induction motor drives. The proposed MRAS speed observer uses the current model as an adaptive model. The neural network has been then designed and trained online by employing a back propagation network (BPN) algorithm. The estimator was designed and simulated in Simulink. Some simulations are carried out for the closed-loop speed control systems under various load conditions to verify the proposed methods. Simulation results confirm the performance of ANN based sensorless DPC induction motor drive in various conditions.

Sensorless Direct Power Control Of Induction Motor Drive Using Artificial Neural Network

2014 ◽  
Author(s):  
Abolfazl Halvaei Niasar ◽  
Hassan Moghbeli ◽  
Hossein Rahimi Khoei
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Power Control ◽  
Induction Motor ◽  
Motor Drive ◽  
Induction Motor Drive ◽  
Direct Power ◽  
Direct Power Control ◽  
Artificial Neural

Open and Short Circuit Diagnosis of a VSI Fed Three Phase Induction Motor Drive Using Fuzzy Logic Technique

2013 ◽  
Vol 6 (6) ◽  
pp. 1858
Author(s):  
K. Mohanraj ◽  
S. Paramasivam ◽  
Subhransu Sekhar Dash ◽  
Ahmed Faheem Zobaa
Keyword(s):  
Fuzzy Logic ◽  
Induction Motor ◽  
Short Circuit ◽  
Motor Drive ◽  
Induction Motor Drive ◽  
Three Phase ◽  
Fuzzy Logic Technique
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