Design space of pharmaceutical processes using data-driven-based methods

F Boukouvala, FJ Muzzio, MG Ierapetritou - Journal of Pharmaceutical …, 2010 - Springer
Introduction The identification and graphical representation of process design space are
critical in locating not only feasible but also optimum operating variable ranges and design …

Model-guided design space development for a drug substance manufacturing process

JL Burt, AD Braem, A Ramirez, B Mudryk… - Journal of …, 2011 - Springer
This case study outlines an application of quality by design principles to a drug substance
manufacturing process. A hybrid process chemistry model consisting of mechanistic and …

Design space approach for pharmaceutical tablet development

KA Chatzizacharia… - Industrial & Engineering …, 2014 - ACS Publications
Methodologies to determine the Design Space of a pharmaceutical product, within which
continuous improvement can be implemented and postapproval changes in material …

Probabilistic Design space determination in pharmaceutical product development: A Bayesian/latent variable approach

G Bano, P Facco, F Bezzo, M Barolo - AIChE Journal, 2018 - Wiley Online Library
To find the design space (DS) of a pharmaceutical process, quantification of the “assurance
of quality” for the product under development is required. In this study, latent‐variable …

An optimization-based framework to define the probabilistic design space of pharmaceutical processes with model uncertainty

D Laky, S Xu, JS Rodriguez, S Vaidyaraman… - Processes, 2019 - mdpi.com
To increase manufacturing flexibility and system understanding in pharmaceutical
development, the FDA launched the quality by design (QbD) initiative. Within QbD, the …

A novel and systematic approach to identify the design space of pharmaceutical processes

G Bano, Z Wang, P Facco, F Bezzo, M Barolo… - Computers & Chemical …, 2018 - Elsevier
Feasibility analysis is a mathematical technique that can be used to assist the identification
of the design space (DS) of a pharmaceutical process, given the availability of a process …

Computationally efficient identification of probabilistic design spaces through application of metamodeling and adaptive sampling

S Kucherenko, D Giamalakis, N Shah… - Computers & Chemical …, 2020 - Elsevier
The design space (DS) is defined as the combination of materials and process conditions
which provides assurance of quality for a pharmaceutical product (eg purity, potency …

Working within the design space: do our static process characterization methods suffice?

M von Stosch, R Schenkendorf, G Geldhof… - Pharmaceutics, 2020 - mdpi.com
The Process Analytical Technology initiative and Quality by Design paradigm have led to
changes in the guidelines and views of how to develop drug manufacturing processes. On …

Data-driven modeling methods and techniques for pharmaceutical processes

Y Dong, T Yang, Y Xing, J Du, Q Meng - Processes, 2023 - mdpi.com
As one of the most influential industries in public health and the global economy, the
pharmaceutical industry is facing multiple challenges in drug research, development and …

Exploration and evaluation of modular concepts for the design of full‐scale pharmaceutical manufacturing facilities

MO Bertran, DK Babi - Biotechnology and Bioengineering, 2024 - Wiley Online Library
The design of biopharmaceutical processes is predominantly driven by the domain of
experimental process design. This approach can be further improved by combining multiple …