Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development

Industrial process data are naturally complex time series with high nonlinearities and dynamics. To model nonlinear dynamic processes, a long short-term memory (LSTM) network is very suitable for soft sensor model development. However, the original LSTM does not consider variable and sample relevanc... View More