A Novel Quality-Related Incipient Fault Detection Method Based on Canonical Variate Analysis and Kullback-Leibler Divergence for Large-Scale Industrial Processes

Quality-related fault detection is an effective way to ensure the stability of product quality and the safety of industrial processes. Quality abnormality is often caused by incipient faults, which propagate through the connectivity path among the equipment and subsystems, and eventually become sign...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on instrumentation and measurement 2022, Vol.71, p.1-10
Hauptverfasser:	Dong, Jie, Jiang, Lingzhi, Zhang, Chi, Peng, Kaixiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Bayesian analysis Canonical variate analysis Correlation Fault detection Faults Feature extraction incipient fault Kullback–Leibler divergence (KLD) large-scale industrial processes Principal component analysis Process control Product design Product quality Quality assessment quality-related fault detection Statistical inference Subsystems
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!