Developing ANN-Kriging hybrid model based on process parameters for prediction of mean residence time distribution in twin-screw wet granulation

Author:

Ismail Hamza Y.,Singh MehakpreetORCID,Darwish Shaza,Kuhs Manuel,Shirazian SaeedORCID,Croker Denise M.,Khraisheh Majeda,Albadarin Ahmad B.,Walker Gavin M.

Funder

Science Foundation Ireland

Pharmaceutical Manufacturing Technology Centre

Synthesis and Solid State Pharmaceutical Centre

Qatar National Research Fund

Publisher

Elsevier BV

Subject

General Chemical Engineering

Reference24 articles.

1. High shear granulation of binary mixtures: effect of powder composition on granule properties;Mangwandi;Powder Technol.,2015

2. Modernizing pharmaceutical manufacturing: from batch to continuous production;Lee;J. Pharm. Innov.,2015

3. Mechanistic modelling of industrial-scale roller compactor ‘Freund TF-MINI model’;Sajjia;Comput. Chem. Eng.,2017

4. ANN analysis of a roller compaction process in the pharmaceutical industry;Sajjia;Chem. Eng. Technol.,2017

5. S. Shirazian, M. Kuhs, S. Darwish, D. Croker, G.M. Walker, Artificial neural network modelling of continuous wet granulation using a twin-screw extruder, Int. J. Pharm.

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