Title :
Neural network controller for boost converter
Author :
Dhivya, B.S. ; Krishnan, Venkat ; Ramaprabha, R.
Author_Institution :
Electrical and Electronics Engineering, SSN College of Engineering, Rajiv Gandhi Salai, Kalavakkam-603110, Chennai, India
Abstract :
This paper presents a neural network controller scheme for boost converters. This controller is designed to stabilize the output voltage of the boost converter and to improve its performance during transient operations. To investigate the effectiveness of the proposed controller, certain operations such as starting up and reference voltage variations are verified. The simulation results show that the proposed controller has an improved performance compared to the conventional PI controller method.
Keywords :
Artificial neural networks; MATLAB; Pulse width modulation; Stability analysis; Switches; Boost converter; MATLAB; Neural network; Performance comparison;
Conference_Titel :
Circuits, Power and Computing Technologies (ICCPCT), 2013 International Conference on
Conference_Location :
Nagercoil
Print_ISBN :
978-1-4673-4921-5
DOI :
10.1109/ICCPCT.2013.6529052
