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A New Predictor for a Kind of Nonlinear System
Oleh:
Guan, Xuezhong
;
Ren, Weijian
;
Liu, Tienan
Jenis:
Article from Article
Dalam koleksi:
Final Program and Book of Abstracts: The 4th Asian Control Conference, September 25-27, 2002 (Sep. 2002)
,
page 897-899.
Topik:
New Predictor
;
Kind of Nonlinear System
Fulltext:
AC021740.PDF
(82.29KB)
Isi artikel
For a kind of time-varying nonlinear system, a kind of structure-adaptive self-tuning predictor is proposed. When the structure of the system is varied, the predictor can automatically change its structure by increasing dimension and decreasing dimension algorithm and estimate its parameters on line. Using the structure adaptive self-tuning adaptive predictor, over a period, the quarterly prediction of the national oil output and the yearly prediction of oil output in certain oil field are successfully carried out, the average relative prediction errors are 1.86% and 2.12% respectively. The accuracy compared with the conventional self-tuning predictor is greatly improved.
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