The invention discloses a roadway roof
instability risk identification method based on a while-drilling detection technology. The method comprises the following steps that parameters such as thrust, torque and rotating speed in the drilling process are collected in real time; establishing a rock stratum strength prediction model by a multiple
linear regression method, and determining
lithology and rock sequence distribution of a roof rock stratum; analyzing and predicting the intensity sequence by using an accumulative sum
algorithm, identifying a rock stratum
mutation point, and judging a weak intercalated layer and a fracture development region; calculating four
instability risk evaluation indexes such as a roof loosening circle range and a self-stabilization balance
arch height by combining rock stratum strength and structural characteristics; and fusing multi-index data through a D-S evidence
theory model, dividing five risk levels and generating a risk partition cloud picture. According to the method, the problems of poor real-time performance, difficulty in dynamic
risk quantification and insufficient
visualization of a traditional method are solved, geological information can be dynamically monitored in real time, and a hidden structure can be accurately identified; multi-
source data fusion is combined with a visual cloud picture, the
risk probability is scientifically quantified, and a visual basis is provided for underground safety
decision making.