Based on the ANN (Artificial Neural Network) and TSA (Time Series Analysis), this paper presents a TSA-ANN model and develops a TSA-ANN-based dynamic method of diagnosis for mining industry.

• 以人工神经网络（ANN）为基础，采用时序分析方法（TSA），发展了TSA-ANN模型和基于该模型的矿业生产系统动态诊断方法。