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Lateral jet force model identification based on FCM-SVM

  • Xiaofeng Liu*
  • , Yunfeng Dong
  • , Xiaolei Wang
  • *此作品的通讯作者
  • Beihang University
  • Beijing Simulation Center

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To describe the lateral jet force model accurately, an identification method based on FCM-SVM is provided. The experimental data is clustered with this method to gain the best partition and separating hyperplanes. Different classes are identified respectively using maximum-likelihood estimation method. The test data is classified through separating hyperplanes. The output of test data can be forecasted according to the expression of corresponding class. Result shows that the precision is increased by 31% compared with traditional identification model. The identification result based on FCM-SVM can supply support for the design of control system.

源语言英语
主期刊名Electrical, Information Engineering and Mechatronics 2011 - Proceedings of the 2011 International Conference on Electrical, Information Engineering and Mechatronics, EIEM 2011
363-369
页数7
DOI
出版状态已出版 - 2012
活动2011 International Conference on Electrical, Information Engineering and Mechatronics, EIEM 2011 - Jiaozuo, Henan, 中国
期限: 23 12月 201125 12月 2011

出版系列

姓名Lecture Notes in Electrical Engineering
138 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议2011 International Conference on Electrical, Information Engineering and Mechatronics, EIEM 2011
国家/地区中国
Jiaozuo, Henan
时期23/12/1125/12/11

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