[HTML][HTML] Challenges and opportunities in modelling wet granulation in pharmaceutical industry–a critical review
Wet granulation is a key step in the pharmaceutical manufacturing of solid-dosage forms.
Wet granulation is used in pharmaceutical production to enhance formulation qualities such …
Wet granulation is used in pharmaceutical production to enhance formulation qualities such …
A comprehensive review on process and engineering aspects of pharmaceutical wet granulation
P Suresh, I Sreedhar, R Vaidhiswaran… - Chemical Engineering …, 2017 - Elsevier
Wet granulation is a very important unit operation that finds applications in many industries
mainly pharmaceutical and chemical industries. Various granulation technologies in batch …
mainly pharmaceutical and chemical industries. Various granulation technologies in batch …
Identification of DEM simulation parameters by Artificial Neural Networks and bulk experiments
Abstract In Discrete Element Method (DEM) simulations, particle–particle contact laws
determine the macroscopic simulation results. Particle-based contact laws, in turn …
determine the macroscopic simulation results. Particle-based contact laws, in turn …
Recent progress of continuous crystallization
T Wang, H Lu, J Wang, Y Xiao, Y Zhou, Y Bao… - Journal of industrial and …, 2017 - Elsevier
Continuous crystallization has always been a hot topic in industrial crystallization. Many
efforts have been made to improve the continuous crystallization, either by designing novel …
efforts have been made to improve the continuous crystallization, either by designing novel …
A review of high shear wet granulation for better process understanding, control and product development
B Liu, J Wang, J Zeng, L Zhao, Y Wang, Y Feng… - Powder Technology, 2021 - Elsevier
High shear wet granulation (HSWG) is considered a complicated and multivariate
pharmaceutical process that is influenced by a large number of variables derived from …
pharmaceutical process that is influenced by a large number of variables derived from …
Enhancing efficiency in particle aggregation simulations: Coarse-grained particle modeling in the DEM-PBM coupled framework
The computational cost of the discrete element method (DEM)-population balance model
(PBM) coupled framework is predominantly attributed to DEM simulations. To overcome this …
(PBM) coupled framework is predominantly attributed to DEM simulations. To overcome this …
Artificial neural network modelling of continuous wet granulation using a twin-screw extruder
Computational modelling of twin-screw granulation was conducted by using an artificial
neural network (ANN) approach. Various ANN configurations were considered with …
neural network (ANN) approach. Various ANN configurations were considered with …
A correlation-based model order reduction approach for a diesel engine NOx and brake mean effective pressure dynamic model using machine learning
A Norouzi, M Aliramezani… - International Journal of …, 2021 - journals.sagepub.com
A correlation-based model order reduction algorithm is developed using support vector
machine to model NO x emission and break mean effective pressure of a medium-duty …
machine to model NO x emission and break mean effective pressure of a medium-duty …
A multi-scale, mechanistic model of a wet granulation process using a novel bi-directional PBM–DEM coupling algorithm
D Barrasso, T Eppinger, FE Pereira, R Aglave… - Chemical Engineering …, 2015 - Elsevier
In this study, a novel mechanistic model for a wet granulation process is presented,
combining the techniques of population balance modeling and discrete element methods to …
combining the techniques of population balance modeling and discrete element methods to …
Process model of vibrating screen based on DEM and physics-informed machine learning
Vibrating screens are widely used in industry but it is difficult to consider the enormous
controlling variables and complicated particle-particle interactions in current screen process …
controlling variables and complicated particle-particle interactions in current screen process …