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In-Line Film Coating Thickness Estimation of Minitablets in a Fluid-Bed Coating Equipment
Gregor Podrekar1, Domen Kitak1, Andraž Mehle1
1Sensum, Computer Vision Systems, Tehnološki park 21, Ljubljana, SI-1000, Slovenia.
Visual imaging accurately estimates minitablet film coating thickness in-line during fluid-bed coating. This method, validated against microscopy, offers a promising alternative for real-time quality control in pharmaceutical manufacturing.
Area of Science:
- Pharmaceutical Technology
- Process Analytical Technology (PAT)
- Materials Science
Background:
- Accurate in-line monitoring of film coating thickness is crucial for pharmaceutical product quality.
- Traditional methods for thickness measurement are often off-line, leading to delays and potential batch rejection.
- Existing in-line techniques may be limited by formulation or color variations.
Purpose of the Study:
- To develop and validate a visual imaging method for in-line estimation of minitablet film coating thickness.
- To assess the accuracy and robustness of the developed method compared to established techniques.
- To demonstrate the utility of the method for real-time process control and endpoint determination.
Main Methods:
- Utilized a commercially available image acquisition system integrated with a fluid-bed coating apparatus.
- Developed dedicated image and data analysis algorithms to process acquired visual data.
- Validated the method against simulated images, laboratory-scale coating runs, and optical microscopy measurements.
- Implemented a novel observation window cleaning mechanism to ensure measurement accuracy.
Main Results:
- The visual imaging method accurately estimated minitablet coating thickness, with the average band coating thickness showing the highest accuracy (RMSE of 1.30 μm) compared to microscopy.
- The window cleaning mechanism significantly improved measurement accuracy (reducing RMSE from 9.52 μm to 1.30 μm for band coating thickness).
- The developed approach demonstrated robustness against variations in coating formulation and color, achieving an accuracy of at least 2 μm.
Conclusions:
- In-line visual imaging provides a highly accurate and reliable method for estimating minitablet film coating thickness.
- The developed system, including the window cleaning mechanism, is a promising alternative to existing techniques for real-time pharmaceutical coating process monitoring.
- This technology supports enhanced process understanding and control, potentially leading to improved manufacturing efficiency and product quality.
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