# Home > Automation > Control Mode

```
```

**Download**

**31**

times
**Topic under **Control Mode

**Source:** www.ijric.org

**File size:** **309.36 KB**

**File type:** **pdf**

**Last download on:**
Sun Jun 22, 2014 07:16:46 AM

__Short Desciption__:

This paper is focused on Fuzzy Extreme Learning Machine (ELM) algorithm based field oriented control system for induction motor fed by Matrix Converter drive.

__Summary__:

This paper is focused on Fuzzy Extreme Learning Machine (ELM) algorithm based field oriented control
system for induction motor fed by Matrix Converter drive. The use of fuzzy ELM algorithm based ANN
Controllers in the FOC system reduces the computation time. The controller is used to compute the
appropriate set of switching voltage vectors for matrix converter to achieve the maximum efficiency for
any value of operating torque and motor speed. In this paper, the Matrix Converter with field oriented
control system is designed using MATLAB/SIMULINK toolbox. Initially, fuzzy logic controllers are used
as current and torque controllers. ELM controller is designed to replace space vector modulation circuit in
the conventional field oriented control system. The three inputs to the Fuzzy ELM controller are Va
*, Vb
*
and Vc
* and the outputs of the ELM controller are voltage vectors for appropriate switching of matrix
converter. The performance of the induction motor is tested for various reference speed and torque values.
The speed and torque curves of the induction motor shows that the use of ELM controller reduces the
ripples in torque and reduces the response time in the speed curve due to the fast response time of the ELM
Controller
Keywords:Matrix Converter, Fuzzy logic Controllers, Extreme Learning Machine Algorithm, Field
Oriented Control, Induction Motor

Bookmark or share this info on Google+ and leave comment at below :

```
```

```
```

```
People who downloaded this also viewed in this sites:
```

__Automatic Control Basic Course Laboratory Exercise 1 PID Control__

The purpose of this lab is to provide understanding of fundamental concepts and
principles in automatic control. We will also get acquainted with...__Nonlinear Control Theory__

Nonlinear Control. Theory. Introduction. Harry G. Kwatny ... Systems. Springer–Verlag. 6. Khalil, H. K., 1996: Nonlinear Systems-2nd edition....__PID controller__

PID controllers do not require advanced mathematics to design and can be easily ... A PID controller can also be purchased for industrial uses as a...

```
Leave comment :
```

"FUZZY EXTREME LEARNING MACHINE ALGORITHM FOR MATRIX CONVERTER"

```
Related Free Files
```

```
Linear Feedback Control: Analys and Design... - Download:
```

**138** times

Fuzzy Theory... - Download: **55** times

A PID Controller for RealTime DC Motor Speed... - Download: **173** times

Fuzzy expert systems... - Download: **87** times

Fuzzy Logic... - Download: **49** times

ADAPTIVE CONTROL chapter 2... - Download: **61** times

PID Control: From Algorithm to Code... - Download: **321** times

Design of Gain Scheduled Fuzzy PID... - Download: **182** times

New methodology for analytical and optimal... - Download: **68** times

The Digital PIDController explained... - Download: **69** times