A Flow Real-time Data Analyzer for Log of FPSO Central Control System

被引:5
|
作者
Wan Hongli [1 ]
机构
[1] Dalian Neusoft Univ Informat, Dalian 116000, Liaoning, Peoples R China
关键词
Central Control System; Log File; Flow Data Analysis;
D O I
10.1109/ICRIS.2019.00010
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The log data information of FPSO central control system is huge and continuous. This data analyzer can real-time analyze such streaming data. Traffic analysis and prediction: Statistical log data generated by integrated devices over a period of time, and forecast the trend of change. At the same time, the source analysis is carried out to analyze the amount of data brought to the central control log by the source analysis. Through the source analysis, we can know in time which type of equipment status changes frequently. Indicators of source analysis include device code, device status code and status information. The log data is used to analyze the safety of the equipment, and the status of the log generation of each equipment is counted in real time, so as to know which equipment is running nounally and which equipment has high abnormal frequency in time. The results of data analysis can help the central control system to improve user interaction experience, and enable the central control system operators to monitor FPSO production conditions and deal with abnormal conditions.
引用
收藏
页码:1 / 3
页数:3
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