A Fuzzy Logic Controller with Tuning Output Scaling Factor for Induction Motor Control Taking Core Loss into Account
Journal Title: International Journal of Intelligent Systems and Applications in Engineering - Year 2014, Vol 2, Issue 3
Abstract
This paper presents a design of a fuzzy logic controller (FLC) with tuning output scaling factor for speed control of indirect field oriented induction motor (IM) taking core loss into account. The variation of output scaling factor of FLC depends on the normalized output of FLC. Firstly the speed control of IM taking core loss into account is presented by using FLC with fixed scaling factors (FLC-FSF). Secondly the speed controller based on suggested FLC with tuning output scaling factor (FLC-TOSF) is proposed. The performance of the proposed FLC-TOSF for speed control of IM are investigated and compared to those obtained using FLC-SFS at different operating conditions and variation of parameters. A comparison of simulation results shows that the convergence of actual speed to reference speed is faster by using the proposed FLC-TOSF.
Authors and Affiliations
Mohammad Abdul Mannan*| Dept. of EEE, American International University – Bangladesh, 83/B Road 14 Kemal Ataturk Avenue, Banani, Dhaka, Toshiaki Murata| Dept. of EEE, Kitami Institute of Technology,165Koen-cho, Kitami, Hokkaido, 090-8507 Japan, Junji Tamura| Dept. of EEE, Kitami Institute of Technology,165Koen-cho, Kitami, Hokkaido, 090-8507 Japan
Keywords
Related Articles
- EP ID EP753
- DOI -
- Views 425
- Downloads 24
Fuzzy Multicriterial Methods for the Selection of IT-Professionals
This paper presents the solution of issues related to selection based on evaluation of demand set forth to IT specialists, to develop appropriate decision support system. In this case problem is reduced to multicriterial...
A region covariances-based visual attention model for RGB-D images
Existing computational models of visual attention generally employ simple image features such as color, intensity or orientation to generate a saliency map which highlights the image parts that attract human attention. I...
Solution for the Travelling Salesman Problem with a Microcontrollerbased Instantaneous System
The travelling salesman problem (TSP) is one of the most frequently researched combinational optimization problems. Despite its trivial definition, the problem is very difficult to solve. Therefore, it is categorized as...
Particle Swarm Optimization Based Approach for Location Area Planning in Cellular Networks
Location area planning problem plays an important role in cellular networks because of the trade-off caused by paging and registration signalling (i.e., location update). Compromising between the location update and the...
Design and Implementation of High Speed Artificial Neural Network Based Sprott 94 S System on FPGA
FPGA-based embedding system designs have been preferred for industrial applications and prototyping because of the advantages of parallel processing, reconfigurability and low cost. Due to having characteristic structure...