Neuro-Fuzzy On-Line Optimal Energy Control For Variable Speed Compressor Motor Drive System

Author

Yatim, A.H.B.M. ; Utomo, W.M.

Author_Institution

Department of Energy Conversion, Faculty of Electrical Engineering - UTM, Skudai-Johor, Malaysia, halim@ieee.org

Volume

1

fYear

2006

Firstpage

776

Lastpage

780

Abstract

In this paper the design of neuro-fuzzy optimal controller for induction motor drive is described. A controller is applied to optimize the power consumption of a variable speed compressor motor drive system. Based on the scalar control method the controller is designed to generate an optimum volt per hertz reference. This controller consists of adaptive fuzzy logic control in which the parameters of the controller updated by an online back propagation algorithm. The simulation and experimental result demonstrated that the proposed method can increase energy saving of a variable speed compressor motor drive system.

Keywords

Induction motor; energy optimal control; fuzzy logic control; neural network; Control systems; Design engineering; Fuzzy logic; Induction motor drives; Induction motors; Magnetic variables control; Motor drives; Optimal control; Power engineering and energy; Voltage control; Induction motor; energy optimal control; fuzzy logic control; neural network;

fLanguage

English

Publisher

ieee

Conference_Titel

Power Electronics and Drives Systems, 2005. PEDS 2005. International Conference on

Print_ISBN

0-7803-9296-5

Type

conf

DOI

10.1109/PEDS.2005.1619790

Filename

1619790