The artificial neural network prediction algorithm research of rail-gun current and armature speed based on B-dot probes array

•Method simulates effects of launch conditions on rail-gun current and armature speed.•The input five parameters are closely related to the rail-gun launchment.•Three neural networks predict the rail-gun current and armature speed with low error.•General Regression neural network is optimal on error, time cost, parameter design.