The invention relates to the technical field of safety management, in particular to a
mine safety production risk prevention and control method based on multi-
source data fusion, and the method comprises the following steps: constructing a
coupling parameter set through a micro-seismic sensor and a temperature and
humidity sensor, detecting and extracting displacement points through Bayesian regression, and drawing a deformation diagram; determining a displacement area, counting an
airflow velocity gradient, extracting a main fracture direction, generating an
airflow path diagram, calculating a curvature change rate, positioning a sudden change area, extracting a
thermal strain rate and an
axial strain rate, generating a smooth curve, identifying a risk point, and expanding a boundary when the overlapping rate exceeds 60%, and redrawing a mine thermal-mechanical
coupling risk map. According to the method, a multi-
parameter analysis framework is constructed through micro-seismic and temperature and
humidity data
coupling to extract a deformation active band, difference statistics
airflow velocity gradient is combined with a crack direction to correct an airflow path, a sudden change area is positioned based on a curvature change rate mean threshold, and
thermal strain and
axial strain are extracted to screen risk points. And constructing thermal variable amplitude mapping to represent the rock
mass instability risk.