Mode Information Separated β-VAE Regression for Multimode Industrial Process Soft Sensing-Reference-Cited by-同舟云学术

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Mode Information Separated β-VAE Regression for Multimode Industrial Process Soft Sensing

Published:2023-05-01 Issue:9 Volume:23 Page:10231-10240
ISSN:1530-437X
Container-title:IEEE Sensors Journal
language:
Short-container-title:IEEE Sensors J.

Author:

Shen Bingbing¹^ORCID,Yao Le¹^ORCID,Yang Zeyu²^ORCID,Ge Zhiqiang³^ORCID

Affiliation:

1. School of Mathematics, Hangzhou Normal University, Hangzhou, China

2. Huzhou Key Laboratory of Intelligent Sensing and Optimal Control for Industrial Systems, School of Engineering, Huzhou University, Huzhou, China

3. State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou, China

Funder

National Natural Science Foundation of China

Natural Science Foundation of Zhejiang Province

Huzhou Key Laboratory of Intelligent Sensing and Optimal Control for Industrial Systems

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Instrumentation

Link

http://xplorestaging.ieee.org/ielx7/7361/10113769/10087217.pdf?arnumber=10087217

Reference37 articles.

1. Process monitoring using variational autoencoder for high-dimensional nonlinear processes

2. Development of soft-sensor using locally weighted PLS with adaptive similarity measure

3. Sampling-Interval-Aware LSTM for Industrial Process Soft Sensing of Dynamic Time Sequences With Irregular Sampling Measurements

4. Plant-wide control of the Tennessee Eastman problem

5. Predictive Modeling With Multiresolution Pyramid VAE and Industrial Soft Sensor Applications

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2. Self-Tuning Transfer Dynamic Convolution Autoencoder for Quality Prediction of Multimode Processes With Shifts;IEEE Transactions on Industrial Informatics;2024-09

3. Toward Enhanced Efficiency: Soft Sensing and Intelligent Modeling in Industrial Electrical Systems;Processes;2024-06-30

4. A Novel Bidirectional Long Short-Term Memory Network With Weighted Attention Mechanism for Industrial Soft Sensor Development;IEEE Sensors Journal;2024-06-01

5. Multirate Nonlinear Process Fault Detection Based on Multiscale Hierarchical Variational Autoencoder;IEEE Sensors Journal;2024-05-15

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