A Wavelet Packet Diagnosis System Based on Rough Set Theory

被引：0

作者：

Sun, Yingkai ^{[1
]}

Chen, Hai ^{[2
]}

机构：

[1] South China Household Appliances Inst, Foshan 528300, Guangdong, Peoples R China

[2] Beijing Normal Univ Zhuhai Campus, Zhuhai 519080, Guangdong, Peoples R China

来源：

2012 IEEE FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI) | 2012年

关键词：

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

The wavelet packet analysis was adopted in acquisition of fault diagnosis system's characteristic parameter. The application of rough set theory in parameter's attribute optimization was explored. The unnecessary attributes were eliminated with reduction algorithm. The inner redundancy of fault diagnosis system's condition attributes is revealed. The complexity of neural network's structure is also decreased. The result of attribute reduction is given finally.

引用

页码：265 / 269

页数：5

共 50 条

[41] The research on fault diagnosis of distribution network based on rough set theory [J].

Xie Yun-fang ;

Zhou Yu-hong ;

Cai Jin-jin .

2009 ISECS INTERNATIONAL COLLOQUIUM ON COMPUTING, COMMUNICATION, CONTROL, AND MANAGEMENT, VOL III, 2009, :194-197

[42] Fault Diagnosis Method for Power Transformers Based on Rough Set Theory [J].

Huang, Wentao ;

Wang, Weijie ;

Meng, Qingxin .

2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, :468-+

[43] Research on Fault Diagnosis Method Based on CBR and Rough Set Theory [J].

Yuan, Chun-fei ;

Cai, Jing ;

Xu, Yi-ming .

PROGRESS IN CIVIL ENGINEERING, PTS 1-4, 2012, 170-173 :3644-+

[44] Transformer fault diagnosis method based on graph theory and rough set [J].

Peng Lu ;

Li Wenhui ;

Huang Dongmei .

JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2018, 35 (01) :223-230

[45] A rotary machinery fault diagnosis approach based on rough set theory [J].

Hu, T ;

Lü, BC ;

Chen, GJ .

PROCEEDINGS OF THE 3RD WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-5, 2000, :683-689

[46] Method of fault diagnosis for automobile engine based on rough set theory [J].

He Lei ;

Wang Wei-jie ;

Zhao Xue-zeng ;

Huang Wen-tao .

Proceedings of 2005 Chinese Control and Decision Conference, Vols 1 and 2, 2005, :1068-1072

[47] The fault diagnosis algorithm for transformer based on Extenics and rough set theory [J].

Shu Hong-chun ;

Hu Ze-jiang ;

Sun Shi-yun ;

Yang Qing .

2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6, 2008, :1269-1272

[48] An analysis of rule generation in fault diagnosis based on rough set theory [J].

Zhao Xi-lin ;

Zhou Jian-zhong ;

Yang Jun-jie ;

Wu Wei ;

Liu Fang .

Proceedings of 2006 International Conference on Artificial Intelligence: 50 YEARS' ACHIEVEMENTS, FUTURE DIRECTIONS AND SOCIAL IMPACTS, 2006, :694-697

[49] Study of fault diagnosis in distribution line based on rough set theory [J].

Shu, Hong-Chun ;

Sun, Xiang-Fei ;

Si, Da-Jun .

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2001, 21 (10) :73-77

[50] Application of rough set theory in cognitive diagnosis [J].

Tang, Xiaojuan ;

Ding, Shuliang .

INTERNATIONAL JOURNAL OF PSYCHOLOGY, 2012, 47 :15-15

← 1 2 3 4 5 →