By applying artificial neural network technology, research is conducted on the calculation of aircraft taking-off running distance. This paper presents a new calculating model of aircraft taking-off running distance based on BP network. It processes the actual aircraft taking -off running distance and the influential factors unitarily. The results of simulation show that this method is effective and feasible.