An Enhanced Stacking Ensemble Method for Granule Moisture Prediction in Fluidized Bed Granulation

Moisture is a crucial quality property for granules in fluidized bed granulation (FBG) and accurate prediction of the granule moisture is significant for decision making. This study proposed a novel stacking ensemble method to predict the granule moisture based on granulation process parameters. The...

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Detaylı Bibliyografya
Asıl Yazarlar: Binbin Chen, Panling Huang, Jun Zhou, Mindong Li
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: MDPI AG 2022-04-01
Seri Bilgileri:Processes
Konular:
stacking ensemble method
granule moisture prediction
fluidized bed granulation
process parameters
feature construction
SHapley Additive exPlanations (SHAP)
Online Erişim:https://www.mdpi.com/2227-9717/10/4/725
Etiketler: Etiketle
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