DocumentCode
606295
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
fYear
2013
fDate
20-21 March 2013
Firstpage
246
Lastpage
251
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits, Power and Computing Technologies (ICCPCT), 2013 International Conference on
Conference_Location
Nagercoil
Print_ISBN
978-1-4673-4921-5
Type
conf
DOI
10.1109/ICCPCT.2013.6529052
Filename
6529052
Link To Document