DocumentCode :
511651
Title :
A PLL Control with RBF Network
Author :
Xiao, Qianhua ; Xie, Youhui
Author_Institution :
Sch. of Inf. Eng., Nanchang Univ., Nanchang, China
Volume :
1
fYear :
2009
fDate :
28-30 Oct. 2009
Firstpage :
355
Lastpage :
358
Abstract :
Phase-locked technique is widely used in the field of automation. A new design method of a phase-locked loop (PLL) is presented here. It´s based on RBF network. It takes RBF network into that close-loop control of phase locked loop. Then set electric network voltage as the expected output and current as training sample. With self-learning it gradually reduce the error of output between the sample and the expected target, and achieve the synchronization of the expected output. This paper introduces the principle and the realization of phase-locked loop, its performance is also be analyzed and simulated with MATLAB Simulink power system. This simulation result suggests a good performance of tracking and adaptive capacity.
Keywords :
circuit analysis computing; closed loop systems; phase locked loops; radial basis function networks; synchronisation; MATLAB Simulink power system; PLL control; RBF network; close-loop control; phase-locked loop; phase-locked technique; radial basis function networks; set electric network voltage; synchronization; Analytical models; Automatic control; Automation; Design methodology; MATLAB; Performance analysis; Phase locked loops; Power system simulation; Radial basis function networks; Voltage; Close-loop; Phase Locked Loop (PLL); RBF network; self-leaning;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer Science and Engineering, 2009. WCSE '09. Second International Workshop on
Conference_Location :
Qingdao
Print_ISBN :
978-0-7695-3881-5
Type :
conf
DOI :
10.1109/WCSE.2009.686
Filename :
5403338
Link To Document :
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