Supervised Multi-Layer Conditional Variational Auto-Encoder for Process Modeling and Soft Sensor

Variational auto-encoders (VAE) have been widely used in process modeling due to the ability of deep feature extraction and noise robustness. However, the construction of a supervised VAE model still faces huge challenges. The data generated by the existing supervised VAE models are unstable and unc...

Full description

Bibliographic Details

Published in:	Sensors
Main Authors:	Xiaochu Tang, Jiawei Yan, Yuan Li
Format:	Article
Language:	English
Published:	MDPI AG 2023-11-01
Subjects:	soft sensor deep learning supervised model variational auto-encoder
Online Access:	https://www.mdpi.com/1424-8220/23/22/9175