Issue 4, 2021

Evaluation of focused beam reflectance measurement (FBRM) for monitoring and predicting the crystal size of carbamazepine in crystallization processes

Abstract

Pharmaceutical crystallization has an impact on the properties of active pharmaceutical ingredients as it determines the purity, crystal size distribution and polymorphs, among other attributes. Focused beam reflectance measurement (FBRM) is a common process analytical technology (PAT) tool used for monitoring, predicting, and control of crystal size and size distribution (CSD) characteristics during crystallization processes. Models for the prediction of crystal size distribution from FBRM statistics (i.e. chord length distribution, CLD) have been widely developed in academia and pharmaceutical industries but limited work has been done on the verification and validation of CLD to CSD models. This work demonstrates the development and validation of two CLD–CSD models, theoretical and empirical, for a model compound. The experiments were based on the cooling crystallization of carbamazepine (CBZ). Also, the precision and robustness of the FBRM statistics, square weighted mean chord length (SWMCL) and total counts, were evaluated. Agitation speed and solid concentration had an impact on the FBRM statistics. The theoretical geometric model evaluated in this study showed high error for the prediction of the CSD and it is not going to be implemented in on-going research efforts in continuous crystallization of CBZ. The data driven model can be implemented as a qualitative monitoring tool in continuous operation. The accuracy and robustness of the data driven model proposed need to be improved to be considered for quantitative monitoring of the CSD.

Graphical abstract: Evaluation of focused beam reflectance measurement (FBRM) for monitoring and predicting the crystal size of carbamazepine in crystallization processes

Supplementary files

Article information

Article type
Paper
Submitted
22 ספט 2020
Accepted
02 דצמ 2020
First published
08 דצמ 2020

CrystEngComm, 2021,23, 972-985

Evaluation of focused beam reflectance measurement (FBRM) for monitoring and predicting the crystal size of carbamazepine in crystallization processes

D. Acevedo, W. Wu, X. Yang, N. Pavurala, A. Mohammad and T. F. O'Connor, CrystEngComm, 2021, 23, 972 DOI: 10.1039/D0CE01388A

To request permission to reproduce material from this article, please go to the Copyright Clearance Center request page.

If you are an author contributing to an RSC publication, you do not need to request permission provided correct acknowledgement is given.

If you are the author of this article, you do not need to request permission to reproduce figures and diagrams provided correct acknowledgement is given. If you want to reproduce the whole article in a third-party publication (excluding your thesis/dissertation for which permission is not required) please go to the Copyright Clearance Center request page.

Read more about how to correctly acknowledge RSC content.

Social activity

Spotlight

Advertisements