On line optimal control of variable speed compressor motor drive system using neural control model

One of the methods used to increase energy savings in air conditioning system is by varying the speed of the motor compressor. A neural network control based on scalar control model for variable speed induction motor compressor is proposed. The controller is used to generate the signals of the volta...

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Bibliographic Details
Main Authors: Yatim, A.H.M., Utomo, W.M.
Format: Conference Proceeding
Language:English
Subjects:
Air conditioning
Control system synthesis
Induction generators
Induction motors
Mathematical model
Motor drives
Neural networks
Optimal control
Power system modeling
Voltage control
Online Access:Request full text
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Summary:One of the methods used to increase energy savings in air conditioning system is by varying the speed of the motor compressor. A neural network control based on scalar control model for variable speed induction motor compressor is proposed. The controller is used to generate the signals of the voltage and frequency reference control. This system can be used to minimize the input power required to the motor drive in steady state and transient change conditions. The proposed method is tested by MATLAB simulation.
DOI:10.1109/PECON.2004.1461621