Novel Soft Sensor Model based on Spatio-Temporal Attention

Industrial process data is usually time series data collected by sensors with high non-linearity, dynamics and high noise. Many existing soft sensor models usually focus on the temporal features of industrial process data, while ignoring the spatial interaction between auxiliary variables. Therefore, a novel spatio-temporal attention neural network (STAN) is proposed for dynamic soft sensor modeli...