A design and implementation of ANN´s controller

Author

Li, Tai ; Shen, Yan-xia ; Ji, Zhi-cheng

Author_Institution

Sch. of Commun. & Control Eng., Jiangnan Univ., Wuxi, China

fYear

2009

fDate

17-19 June 2009

Firstpage

3193

Lastpage

3196

Abstract

A neural network controller is designed for DC-DC buck converter, and hardware implementation problem of the controller is discussed based on FPGA.The reconfigurable features of neural network controller is analyzed in the article, the controller is built to achieve the model based on SG/Simulink and three basic reconfigurable units was given. The simulation results show that the FPGA-based reconfigurable technology of neural network can effectively take up less resources, an innovative approach is put forward for the hardware implementation of neural networks in power electronics applications.

Keywords

DC-DC power convertors; control engineering computing; control system synthesis; field programmable gate arrays; neural nets; power control; power electronics; power engineering computing; ANN controller; DC-DC buck converter; FPGA-based reconfigurable technology; SG; Simulink; neural network controller; power electronics; Analytical models; Communication system control; Control engineering; Control systems; DC-DC power converters; Delay; Electronic mail; Neural network hardware; Neural networks; Power electronics; ANN; FPGA Implementation; Hardware Implementation;

fLanguage

English

Publisher

ieee

Conference_Titel

Control and Decision Conference, 2009. CCDC '09. Chinese

Conference_Location

Guilin

Print_ISBN

978-1-4244-2722-2

Electronic_ISBN

978-1-4244-2723-9

Type

conf

DOI

10.1109/CCDC.2009.5192504

Filename

5192504