Development and application of Internet-based remote monitoring and diagnostic platform for key equipment
文献类型：期刊论文
| 作者 | Yu HB(于海斌) ; Li YF(李延峰); Guo QJ(郭前进); Xu AD(徐皑冬)
|
| 刊名 | International Journal of Computer Integrated Manufacturing
 |
| 出版日期 | 2007 |
| 卷号 | 20期号:2-3页码:234-243 |
| 关键词 | condition-based maintenance fault diagnostic Internet-based remote monitoring application platform nonlinear analysis |
| ISSN号 | 0951-192X |
| 产权排序 | 1 |
| 通讯作者 | 于海斌 |
| 中文摘要 | Requirements for high efficiency in manufacturing, while pushing the development of key equipment, need high-performance maintenance as a safeguard. Internet-related techniques are enabling remote monitoring and maintenance to extend beyond local areas. Considering the need for software architecture with openness and interchangeability for flexible selection and replacement of data analysis techniques, this research develops a standardized multi-layer platform using Web services, realizing data transmission among networks. The independence between the software platform and data analysis guarantees their research and development in parallel. Studies were done on nonlinear-data-analysis techniques, such as wavelet neural networks for fault diagnostics, particle filters for estimates, and support vector regression for condition prediction. These studies were included in a comprehensive application. The experimental results support condition-based maintenance for key equipment. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Interdisciplinary Applications ; Engineering, Manufacturing ; Operations Research & Management Science |
| 研究领域[WOS] | Computer Science ; Engineering ; Operations Research & Management Science |
| 关键词[WOS] | PROGNOSTICS |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000246068100012 |
| 公开日期 | 2012-05-29 |
| 源URL | [http://ir.sia.cn/handle/173321/6905]  |
| 专题 | 沈阳自动化研究所_工业信息学研究室_工业控制系统研究室 |
| 推荐引用方式 GB/T 7714 | Yu HB,Li YF,Guo QJ,et al. Development and application of Internet-based remote monitoring and diagnostic platform for key equipment[J]. International Journal of Computer Integrated Manufacturing,2007,20(2-3):234-243. |
| APA | Yu HB,Li YF,Guo QJ,&Xu AD.(2007).Development and application of Internet-based remote monitoring and diagnostic platform for key equipment.International Journal of Computer Integrated Manufacturing,20(2-3),234-243. |
| MLA | Yu HB,et al."Development and application of Internet-based remote monitoring and diagnostic platform for key equipment".International Journal of Computer Integrated Manufacturing 20.2-3(2007):234-243. |
入库方式： OAI收割
来源：沈阳自动化研究所
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