Research Article

Deformation Prediction and Analysis of Soft Rock Roadway with High Altitude and Large Buried Depth Based on Particle Swarm Optimization LSTM Model

Table 2

Geological conditions of the stratum where the roadway is located.

Cumulative thickness (m)Layer thickness (m)Rock name and lithology description

517.6–525.47.8The rock is gray, broken, and semi-hard
525.4–530.55.1Carbonaceous mudstone, thin-layer, rich in plant-based fossils
530.5–541.310.8Black, mainly bright coal, carbonaceous mudstone
541.3–544.93.6The rocks are relatively complete and contain plant fossils
544.9–561.716.8Black mudstone, semi-hard, horizontal texture