CVAE‐SFA: A practical dual‐channel and multi‐index comprehensive operating performance assessment method for dynamic nonstationary industrial processes

The process operating performance assessment (POPA) of process industry plays a key role in the safe, stable, and efficient operation of production process. However, the actual industrial production process often exhibits nonstationary characteristics, leading to frequent anomalies that complicate P...

Full description

Bibliographic Details

Published in:	Canadian journal of chemical engineering Vol. 104; no. 1; pp. 240 - 261
Main Authors:	Zhang, Zhipeng, Wei, Libin, Hao, Xiaochen, Huang, Gaolu, Hu, Jiahao, Lu, Tianqiang
Format:	Journal Article
Language:	English
Published:	Hoboken, USA John Wiley & Sons, Inc 15.07.2025
Subjects:	cement clinker production process (CCPP) conditional variational autoencoder (CVAE) nonstationary characteristic process operating performance assessment (POPA) slow feature analysis (SFA)
ISSN:	0008-4034, 1939-019X
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!