TY - JOUR
T1 - Real-time data processing for in-line monitoring of a pharmaceutical coating process by optical coherence tomography
AU - Markl, Daniel
AU - Ziegler, Jakob
AU - Hannesschläger, Günther
AU - Sacher, Stephan
AU - Buchsbaum, Andreas
AU - Leitner, Michael
AU - Khinast, Johannes G.
PY - 2014/5/8
Y1 - 2014/5/8
N2 - Coating of tablets is a widely applied unit operation in the pharmaceutical industry. Thickness and uniformity of the coating layer are crucial for efficacy as well as for compliance. Not only due to different initiatives it is thus essential to monitor and control the coating process in-line. Optical coherence tomography (OCT) was already shown in previous works to be a suitable candidate for in-line monitoring of coating processes. However, to utilize the full potential of the OCT technology an automatic evaluation of the OCT measurements is essential. The automatic evaluation is currently implemented in MATLAB and includes several steps: (1) extraction of features of each A-scan, (2) classification of Ascan measurements based on their features, (3) detection of interfaces (air/coating and coating/tablet core), (4) correction of distortions due to the curvature of the bi-convex tablets and the oblique orientation of the tablets, and (5) determining the coating thickness. The algorithm is tested on OCT data acquired by moving the sensor head of the OCT system across a static tablet bed. The coating thickness variations of single tablets (i.e., intra-tablet coating variability) can additionally be analyzed as OCT allows the measurement of the coating thickness on multiple displaced positions on one single tablet. Specifically, the information about those parameters emphasizes the high capability of the OCT technology to improve process understanding and to assure a high product quality.
AB - Coating of tablets is a widely applied unit operation in the pharmaceutical industry. Thickness and uniformity of the coating layer are crucial for efficacy as well as for compliance. Not only due to different initiatives it is thus essential to monitor and control the coating process in-line. Optical coherence tomography (OCT) was already shown in previous works to be a suitable candidate for in-line monitoring of coating processes. However, to utilize the full potential of the OCT technology an automatic evaluation of the OCT measurements is essential. The automatic evaluation is currently implemented in MATLAB and includes several steps: (1) extraction of features of each A-scan, (2) classification of Ascan measurements based on their features, (3) detection of interfaces (air/coating and coating/tablet core), (4) correction of distortions due to the curvature of the bi-convex tablets and the oblique orientation of the tablets, and (5) determining the coating thickness. The algorithm is tested on OCT data acquired by moving the sensor head of the OCT system across a static tablet bed. The coating thickness variations of single tablets (i.e., intra-tablet coating variability) can additionally be analyzed as OCT allows the measurement of the coating thickness on multiple displaced positions on one single tablet. Specifically, the information about those parameters emphasizes the high capability of the OCT technology to improve process understanding and to assure a high product quality.
KW - in-line monitoring
KW - optical coherence tomography
KW - pharmaceutical coating process
KW - real-time data processing
UR - http://www.scopus.com/inward/record.url?scp=84903761722&partnerID=8YFLogxK
U2 - 10.1117/12.2051138
DO - 10.1117/12.2051138
M3 - Conference Contribution
AN - SCOPUS:84903761722
SN - 0277-786X
VL - 9129
JO - Proceedings of SPIE
JF - Proceedings of SPIE
M1 - 91290M
T2 - Biophotonics: Photonic Solutions for Better Health Care IV
Y2 - 14 April 2014 through 17 April 2014
ER -