Evaluation of Safety Performance of Soft Rock Roadway Roof Using Neural Network Method

Taken into comprehensive account the existing several classification methods of soft wall rocks, such indices as hydro-physical properties, uniaxial compressive strength and stability coefficient of wall rocks and mining depth are identified as indices for safety classification of roadway roof in soft rock . The BP neural network algorithm is designed for safety classification and a case study has indicated the feasibility of the classification method.