Performance grade similarity-based generalized zero-shot operating performance assessment of industrial processes with insufficient samples

The process operating performance assessment (POPA) is vital for enhancing economic production in industrial processes. This study addresses the challenge in POPA of assessment unseen performance grades with zero samples, while also dealing with insufficient data for seen performance grades. We prop...

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Bibliographic Details
Published in:Journal of process control 2025-10, Vol.154, p.103523, Article 103523
Main Authors: Wang, Siqi, Liu, Yan, Fu, Lulu, Chu, Fei, Wang, Fuli, Bao, Chenhui
Format: Article
Language:English
Subjects:
Auxiliary set
Generalized zero-shot learning
Insufficient seen samples
Performance grade similarity matrix
Process operating performance assessment
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