By selecting the key factor that affects the quality of road construction, a kind of information mergence method based on time sequence has been put forward for carrying out the on line study and prediction of road construction quality.

• 选择影响筑路质量的关键因素，提出一种基于时间序列的信息融合方法，对筑路质量进行在线学习和预测。