DocumentCode
2501262
Title
Parameters identification of direct thrust control system using wavelet transform
Author
Li, Changjiu ; Zhao, Lijun ; Chen, Yingfeng ; Cui, Jiefan
Author_Institution
Electr. Eng. Dept., Chengde Pet. Coll., Chengde
fYear
2008
fDate
25-27 June 2008
Firstpage
8842
Lastpage
8846
Abstract
Wavelet analysis is used in parameters identification in this paper, because of the time frequency location characteristic and multi-scale ability of wavelet transform and multi-resolution analysis. Then this paper compares the neural network with wavelet transform to identify the direct thrust control system parameters, and obtains the results are shown that the wavelet transform is further suitable for parameters identification. The simulation results of direct thrust control system show the identifier that is based on wavelet transform can precisely measure the value of parameters and efficiently improve the low-speed performances of direct thrust control system.
Keywords
neurocontrollers; wavelet transforms; direct thrust control system; multiresolution analysis; neural network; parameters identification; time frequency location characteristic; wavelet transform; Automation; Control system synthesis; Control systems; Intelligent control; Iron; Neural networks; Parameter estimation; Petroleum; Wavelet analysis; Wavelet transforms; direct thrust control system; neural network; parameters identification; wavelet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location
Chongqing
Print_ISBN
978-1-4244-2113-8
Electronic_ISBN
978-1-4244-2114-5
Type
conf
DOI
10.1109/WCICA.2008.4594324
Filename
4594324
Link To Document