Abstract:

Integrating the latest generation of information technology deeply, processing all kinds of data uniformly, constructing mathematical models to conduct scientific analysis on the data, using the analysis results to support precise decision-making, linking and interacting the decision results with the control system, and ultimately achieving intelligent decision-making and control for subsystems and even the entire system, are the inevitable paths for technological innovation, production transformation, and management improvement in the coal industry. Utilizing the latest generation of information technologies such as artificial intelligence and digital twins, to centrally and uniformly manage the previously independently operating equipment and systems, creating a “perception-analysis-decision-control” closed loop, achieving an increase in production efficiency and management efficiency of “1+1>2”, can increase the coal output per unit working hour of coal mines, ensure the safety of production personnel, reduce the number of underground personnel per shift, and achieve the goals of transparent production and scientific decision-making.

Key words: a new generation of information technology, artificial intelligence, intelligent decision