The invention relates to a
coal mine fully-mechanized excavation face intelligent ventilation
dust control and removal
system based on an optimal coordination mechanism, and belongs to the technical field of
coal mining. According to the
system, through integrating a plurality of functional modules such as
data processing, area control, optimal parameter calculation,
execution control, safety guarantee and
expert system evaluation,
intelligent management of ventilation,
dust control and dust removal is realized. The
system adopts a method of combining fuzzy control and PID (
Proportion Integration Differentiation) control, and automatically calculates and adjusts operation parameters of the air control device and the dust remover according to environmental parameters such as dust and
gas concentration which are monitored in real time, so as to realize an optimal ventilation and
dust control effect. Through training and prediction of a
machine learning model, the system can autonomously learn and optimize technical parameters of a dust control and removal process, the
adaptive capacity and the operation efficiency of the system are improved, the dust and
gas concentration of a working face is effectively reduced, and health of workers and safe production are guaranteed. The invention aims to improve the
environmental quality of the
coal mine fully-mechanized excavation face and promote the intelligent development of the coal mine ventilation dust control and removal technology.