Process simulation and data modeling in solid oral drug development and manufacture / edited by Marianthi G. Ierapetritou and Rohit Ramachandran.

Includes bibliographical references and index.

Applications of modeling in oral solid dosage form development and manufacturing / Olav Lyngberg [and others] -- Population balance models for pharmaceutical processes / Anwesha Chaudhury [and others] -- Quantitative approach to understand raw material variability / Sara Koynov and Fernando J. Muzzio -- Discrete element modeling of solid dosage manufacturing processes / Dana Barrasso and Rohit Ramachandran -- Procedure for developing quantitative near infrared (NIR) methods for pharmaceutical products / Rodolfo J. Romanach, Andres D. Roma n-Ospino, and Manel Alcala -- Advanced process decision making using multivariate latent variable methods / Matteo Ottavian, Emanuele Tomba, and Massimiliano Barolo -- Advanced control of continuous pharmaceutical tablet manufacturing processes / Ravendra Singh [and others] -- Mathematical tools for the quantitative definition of a design space / Amanda Rogers and Marianthi G. Ierapetritou -- Optimization methodologies for the production of pharmaceutical products / M. Sebastian Escotet-Espinoza, Amanda Rogers, and Marianthi G. Ierapetritou -- Overview of pharmaceutical manufacturing for solid dosage forms / Stephan Sacher and Johannes G. Khinast.

Online resource (Springer Protocols, viewed November 13, 2015).

This thorough volume aims to provide pharmaceutical engineers with an introduction to the current state of the art in modeling and simulation of pharmaceutical processes and to summarize a number of practical applications of relevant methodologies in drug product development. Chapters include explorations of simulation and modeling methodologies, data collection and analysis, development of novel sensing techniques, development and integration of individual unit models, optimization approaches for data-based models, design space evaluation techniques, informatics-based methodologies, and emerging topics in pharmaceutical process development. As a part of the Methods in Pharmacology and Toxicology series, the chapters contain the kind of detail and implementation advice that will make the transition into the laboratory as smooth as possible. Authoritative and cutting edge, Process Simulation and Data Modeling in Solid Oral Drug Development and Manufacture seeks to promote research into process systems methodologies and their application in pharmaceutical product and process development, which will undoubtedly become an increasingly important area in the future.