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  • 标题:Modeling, sensitivity analysis and parameter identification of a twin screw extruder
  • 本地全文:下载
  • 作者:Jonathan Grimard ; Laurent Dewasme ; Justine Thiry
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2016
  • 卷号:49
  • 期号:7
  • 页码:1127-1132
  • DOI:10.1016/j.ifacol.2016.07.354
  • 语种:English
  • 出版社:Elsevier
  • 摘要:Following the recent success of hot-melt extrusion in the pharmaceutical field, monitoring and control are increasingly applied. In this study, a mathematical model consisting of mass and energy balance partial differential equations is developed and parameters related to material transportation are inferred from experimental data collected from a pilot plant. This data is relative to the output residence time distribution of active product. Parameter identification is complemented by a parametric sensitivity analysis and the computation of confidence intervals. Direct and cross-validation results demonstrate the good predictive capability of the model, which could probably be exploited for model-based control at a next stage.
  • 关键词:Mathematical ModelingPartial differential equationsestimationpharmaceuticalsprocess control
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