期刊论文、会议论文

Hu, Yaobin

英文

Advanced Materials Research

1022-6680

2010

139-141

280

2569-2573

International Conference on Manufacturing Engineering and Automation

Advanced Materials Research

DEC 07-09, 2010

Guangzhou, PEOPLES R CHINA

[Hu, Yaobin] Univ South China, Sch Mech Engn, Hengyang, Peoples R China.^[Yue, Xia] South China Univ Technol, Sch Mech & Automot Engn, Guangzhou, Guangdong, Peoples R China.^[Zhang, Chunliang] Guangzhou Univ, Sch Mech & Elect Engineer, Guangzhou, Guangdong, Peoples R China.

Guangzhou Univ, Univ New S Wales, Huazhong Univ Sci & Technol, Xian Jiaotong Univ

Zhang, LC Zhang, CL Shi, TL

KREUZSTRASSE 10, 8635 DURNTEN-ZURICH, SWITZERLAND

TRANS TECH PUBLICATIONS LTD

978-0-87849-226-8

10.4028/www.scientific.net/AMR.139-141.2569

National Defense Basic Scientific Research Project of China [B0120060585]; National Hi-tech Research and Development Program of ChinaNational High Technology Research and Development Program of China [2008AA04Z407]

本校为第一且通讯机构

In this paper, an approach of rolling bearing fault diagnosis based on artificial immune system (AIS) is presented. The features extracted from vibration signals are normalized as the original antigens, and an advanced clone selection algorithm (CSA) is applied to train the antibodies. Then use the antibody set to recognize the faults online. The experiments on rolling be...