Scale-Up of Agitation Fluidized Bed Granulation by Neural Network
スポンサーリンク
概要
- 論文の詳細を見る
Scale-up of wet granulation by agitation fluidized bed was conducted using a hierarchy neural network with a back-propagation learning. Scale-up characteristics of agaitation fluidized bed granulation were self-learned using a developed neural network system, and properties of size, size distribution, apparent density and shape factor of granules prepared by the commercial scale under various operating conditions (moisture content, agitator rotational speed and fluidization air velocity) were predicted. To confirm the method's validity, the predicted properties were compared with the actual granulation data. Good correlation was obtained beteen the predicted and the experimental data of agitation fluidized bed granulation. It was found that the neural network could be a reliable tool to analyze the scale-up characteristics of granulation, and to predict granule properties being produced by the unknown larger scale granulator.
- 公益社団法人日本薬学会の論文
- 1997-07-15
著者
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Watano S
Osaka Prefecture University
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Watano Satoru
Department Of Chemical Engineering Osaka Prefecture University
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Watano Satoru
Department Of Chemical Engineering Graduate School Of Engineering Osaka Prefecture University
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Takashima Hideo
Department Of Chemical Engineering Osaka Prefecture University
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Takashima Hideo
Department Of Cardiology Fukuoka University Hospital School Of Medicine
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MIYANAMI KEI
Department of Chemical Engineering, Osaka Prefecture University
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Miyanami K
Department Of Chemical Engineering Osaka Prefecture University
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Miyanami Kei
Department Of Chemical Engineering Osaka Prefecture University
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Takashima Hideo
Department Of Cardiology Fukuoka University
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