# Home > Automation > Control Mode

```
```

**Download**

**72**

times
**Topic under **Control Mode

**Source:** www.ijric.org

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

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

**Last download on:**
Wed Nov 29, 2017 03:30:14 PM

__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:
```

__Adaptive Stable PID Controller with Parallel Feedforward Compensator__

The result is applied to the design of PID control system of the first order ... In this section, the basic design concept of stable adaptive PID...__Handbook of PI and PID Controller Tuning Rules 3rd Edition__

Handbook of PI and PID Controller Tuning Rules x 3.4 FOLPD Model with a Zero ... 5.5.1 PI controller design ......__ADAPTIVE CONTROL chapter 6 __

Adaptive Control chapter 6, Advanced topics in identification and adaptive control. ...

```
Leave comment :
```

"FUZZY EXTREME LEARNING MACHINE ALGORITHM FOR MATRIX CONVERTER"

```
Related Free Files
```

```
Chapter 9 Controller Design... - Download:
```

**74** times

Controller Tuning... - Download: **162** times

Manual and Feedback Control... - Download: **138** times

IMC Tutorial - 2002 Q... - Download: **171** times

Fuzzy Logic Introduction... - Download: **129** times

SOFTWARE FOR PID CONTROLLER TUNING... - Download: **1354** times

Hybrid Systems Control... - Download: **56** times

Design OfFuzzy Controllers... - Download: **70** times

Fuzzy Logic... - Download: **77** times

Linear Feedback Control: Analys and Design... - Download: **166** times