Chemical companies: big data can pan for gold

Global Coatings Network News:

With the application of advanced automatic control systems and data acquisition systems, the amount of data acquired by petroleum and chemical companies is increasing day by day.

While applying big data, the processing and correction of the data are equally important.
Yuan Zhihong believes that some of the current petrochemical big data are invalid data.
A lot of data comes from ERP, DCS, MES and other systems, which may be interfered by certain factors.
A certain value fluctuates sharply and instantaneously.
It is necessary to use data processing technology to eliminate some invalid data, so that the data can be used more quickly and accurately.
In addition, the petroleum and chemical industries still have a lot of unstructured data, such as videos and images.
Advanced mathematical methods or data machine learning methods must be used to develop the value of these data.