Data Compression Method Based on Operation Condition Identification
文献类型：会议论文
| 作者 | Dong JY(董静雅)1,5,6; Fu DZ(付殿峥)5,6 ; Zheng ZY(郑泽宇)5,6; Liu Z(刘智)1,5,6; Gao Y(高原)1,5,6; Gui J(桂珺)1,5,6
|
| 出版日期 | 2020 |
| 会议日期 | June 12-13, 2020 |
| 会议地点 | Istanbul, Turkey |
| 关键词 | data compression data storage operation condition identification time series |
| 英文摘要 | In response to the requirement of a large amount of historical data storage and the difficulty of data analysis and visualization in the industrial equipment data acquisition system, a data compression method based on operation condition identification is proposed in this paper. The method firstly sets the dead zone limit value for each dimensional time series according to the change of multi-dimensional time series data collected from industrial equipment; then, on the grounds of whether each piece of data meets the dead zone limit, collecting equipment operation condition information and marking operation condition labels; finally, based on the operation condition label, the data is compressed into a data matrix composed of time and operation condition information. Our storage method has good universality and realizes efficient data storage by reducing the dimension of historical data. |
| 产权排序 | 1 |
| 会议录 | 2nd International Conference on Electrical, Communication and Computer Engineering, ICECCE 2020
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | New York |
| 语种 | 英语 |
| ISBN号 | 978-1-7281-7116-6 |
| 源URL | [http://ir.sia.cn/handle/173321/27714]  |
| 专题 | 沈阳自动化研究所_数字工厂研究室 |
| 通讯作者 | Dong JY(董静雅) |
| 作者单位 | 1.University of Chinese Academy of Sciences, Beijing, China 2.Department of Digital Factory, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China 3.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China 4.University of Chinese Academy of Sciences, Beijing, China 5.Department of Digital Factory, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China 6.Institutes for Robotics and Intelligent Manufacturing, Chinese Academy of Sciences, Shenyang, China |
| 推荐引用方式 GB/T 7714 | Dong JY,Fu DZ,Zheng ZY,et al. Data Compression Method Based on Operation Condition Identification[C]. 见:. Istanbul, Turkey. June 12-13, 2020. |
入库方式： OAI收割
来源：沈阳自动化研究所
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