A real-time fault monitoring and diagnosis for batch process based on dynamic principal component analysis

Batch process monitoring methods based on multivariate statistics are mainly multiway principal component analysis (PCA), its problems are that monitoring process needs predicted data, unequal length process must be aligned on data processing and small batches of data can not modeled and so on. Ther...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Jia Mingxing, Qiao Shengyang, Lan Qing
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Batch Process Batch production systems Data models Delay Dynamic PCA Fault diagnosis Monitoring Monitoring and Fault Diagnosis Principal component analysis Process control Unequal Length
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