Quasi-Recurrent Neural Networks with Embedded Variable Selection Module for Data Sequence Modeling in Dynamic Industrial Processes

Author:

Tang Yiyin1,Wang Yalin1,Liu Chenliang1,Yuan Xiaofeng2,Wang Kai1

Affiliation:

1. Central South University,School of Automation,Changsha,China

2. Central South University Automation,Changsha,China

Funder

National Natural Science Foundation of China

Central South University

Publisher

IEEE

Reference20 articles.

1. Stacked locality preserving autoencoder for feature extraction and its application for industrial process data modeling

2. Auto-Switch Gaussian Process Regression-Based Probabilistic Soft Sensors for Industrial Multigrade Processes with Transitions;liu;Industrial & Engineering Chemistry Research,2015

3. Fully convolutional networks for semantic segmentation

4. Deep Nonlinear Dynamic Feature Extraction for Quality Prediction Based on Spatiotemporal Neighborhood Preserving SAE

5. Data Mode Related Interpretable Transformer Network for Predictive Modeling and Key Sample Analysis in Industrial Processes;liu;IEEE Transactions on Industrial Informatics,2022

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