Intelligent fault diagnosis system for new assembly transmission
文献类型：会议论文
| 作者 | Shang WL(尚文利) ; Zhou XF(周晓锋); Yuan J(袁杰); Han ZH(韩忠华); Shi HB(史海波)
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| 出版日期 | 2012 |
| 会议名称 | 2012 International Conference on Modelling, Identification and Control, ICMIC 2012 |
| 会议日期 | June 24-26, 2012 |
| 会议地点 | Wuhan, China |
| 关键词 | Fault tolerant computer systems Feature extraction Neural networks Transmissions |
| 页码 | 305-310 |
| 中文摘要 | The paper introduces an intelligent fault diagnosis system for new assembly transmission. Order analysis method is used to analysis and process vibration signal of automotive transmission. After the initial set of feature vectors is obtained, improved genetic search strategy is used to select feature, so as to reduce the dimension of feature vector set, and feature vector sets selected are input into the BP neural network for fault identification and classification of assembly transmission. A large number of data are collected from industrial site and analyzed, validity and accuracy of proposed algorithm is verified. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议主办者 | IEEE Shanghai Section; International Journal of Modelling, Identification and Control; International Journal of Computer Applications and Technology; Huazhong University of Science and Technology; Wuhan University of Science and Technology |
| 会议录 | Proceedings of 2012 International Conference on Modelling, Identification and Control, ICMIC 2012
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| 会议录出版者 | IEEE Computer Society |
| 会议录出版地 | Washington, DC, United States |
| 语种 | 英语 |
| ISBN号 | 978-0-9567157-1-5 |
| 源URL | [http://ir.sia.cn/handle/173321/10118]  |
| 专题 | 沈阳自动化研究所_工业控制网络与系统研究室 |
| 推荐引用方式 GB/T 7714 | Shang WL,Zhou XF,Yuan J,et al. Intelligent fault diagnosis system for new assembly transmission[C]. 见:2012 International Conference on Modelling, Identification and Control, ICMIC 2012. Wuhan, China. June 24-26, 2012. |
入库方式： OAI收割
来源：沈阳自动化研究所
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