| 题名 | Edge computing-based unified condition monitoring system for process manufacturing |
| 作者 | |
| 通讯作者 | Hu，Wenshan |
| 发表日期 | 2023-03-01
|
| DOI | |
| 发表期刊 | |
| ISSN | 0360-8352
|
| EISSN | 1879-0550
|
| 卷号 | 177 |
| 摘要 | Condition monitoring is of great practical significance in modern manufacturing. This paper presents the implementation of an edge computing-based unified condition monitoring system, which provides all-round services for condition monitoring. These services include monitoring algorithm design and generation, monitoring approaches, and monitoring interfaces. With a visualized interactive interface, the monitoring algorithms can be designed online, generated into executable programs, and then implemented into corresponding edge nodes. The edge computing nodes directly act on the real-time data from production equipment which can improve response time for efficient condition monitoring. During the monitoring process, the parameters of the monitoring algorithms can be adjusted and applied in real time. Besides, the monitoring interface can be configured freely with multiple widgets, including charts and video streaming. The feasibility and practicability of the proposed monitoring system have been demonstrated through a real aluminum cold rolling case in process manufacturing. |
| 关键词 | |
| 相关链接 | [Scopus记录] |
| 收录类别 | |
| 语种 | 英语
|
| 学校署名 | 其他
|
| 资助项目 | National Natural Science Foundation of China[62073247]
|
| WOS研究方向 | Computer Science
; Engineering
|
| WOS类目 | Computer Science, Interdisciplinary Applications
; Engineering, Industrial
|
| WOS记录号 | WOS:000924390400001
|
| 出版者 | |
| ESI学科分类 | COMPUTER SCIENCE
|
| Scopus记录号 | 2-s2.0-85146542523
|
| 来源库 | Scopus
|
| 引用统计 |
被引频次[WOS]：5
|
| 成果类型 | 期刊论文 |
| 条目标识符 | http://sustech.caswiz.com/handle/2SGJ60CL/442634 |
| 专题 | 工学院_电子与电气工程系 |
| 作者单位 | 1.School of Electrical Engineering and Automation,Wuhan University,Wuhan,430072,China 2.Department of Electronic and Electrical Engineering,Southern University of Science and Technology,Shenzhen,518055,China |
| 推荐引用方式 GB/T 7714 |
Xiao，Hui,Hu，Wenshan,Liu，Guoping,et al. Edge computing-based unified condition monitoring system for process manufacturing[J]. COMPUTERS & INDUSTRIAL ENGINEERING,2023,177.
|
| APA |
Xiao，Hui,Hu，Wenshan,Liu，Guoping,&Zhou，Hong.(2023).Edge computing-based unified condition monitoring system for process manufacturing.COMPUTERS & INDUSTRIAL ENGINEERING,177.
|
| MLA |
Xiao，Hui,et al."Edge computing-based unified condition monitoring system for process manufacturing".COMPUTERS & INDUSTRIAL ENGINEERING 177(2023).
|
| 条目包含的文件 | 条目无相关文件。 | |||||
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。
; 
修改评论