Abstract: Macrostructural change in coal beds is a common geological phenomenon in many coal fields of China, which greatly affects production and is an urgent structural problem in mines. Macrostructure of coal beds, including branching, mergence and disappearance, can be interpreted using artificial neural network, and exact geological data can hence be provided for mining and lunnelling in mines.