"1+1+3"! Scientific framework of green intelligent mine construction

Three types of platforms: Big data decision analysis platform

The big data analysis platform relies on the data center foundation, covering the whole data application link from data access, to data modeling and processing, and then to data analysis and mining, providing data-driven mining business analysis support for report application, report application, display application and mining analysis of underground mines and open-pit mines.

Key points of construction and application

How to realize index data analysis and diversified definition of indicators to meet the needs of mine management indicators; How to divide related indicators into indicator topics according to needs, form indicator models suitable for different application scenarios, so that indicator data can be directly used in various mining analysis application scenarios of the platform, these problems directly test the ability level of industry application and grasp big data technology, talent and experience are two key elements.

Data mining analysis, a variety of algorithms (including classification analysis, association analysis, regression analysis, cluster analysis, time series prediction, etc.), as well as simple operations such as the use of drag and drop and visualization of the whole process depend on the level of development of big data technology itself and the industry application.

The output of the decision model needs to form data precipitation in the corresponding decision scene in a period of time, and mining enterprises need to analyze the decision model according to the data output of the platform, and choose the right time to gradually establish the confidence and habit of making decisions based on "number".

Under such a "1+1+3" framework, the "skeleton" and basic functions of the green smart mine can fully meet the functional requirements of the current smart mine construction, and can fully carry the imagination of the highly intelligent mine in the future. At the same time, good plasticity makes it able to span a longer time dimension, more to accept the rapid development of science and technology (communication, Internet of things, big data, artificial intelligence), at the same time, it can also rely on "excellent" tolerance, so that the "personality" of each mine can be better respected.