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Optimized continuous pharmaceutical manufacturing via model-predictive control

By Rehrl, Jakob; Kruisz, Julia; Sacher, Stephan; Khinast, Johannes; Horn, Martin

Published on CMKC

Abstract

This paper demonstrates the application of model-predictive control to a feeding blending unit used in continuous pharmaceutical manufacturing. The goal of this contribution is, on the one hand, to highlight the advantages of the proposed concept compared to conventional PI-controllers, and, on the other hand, to present a step-by-step guide for controller synthesis. The derivation of the required mathematical plant model is given in detail and all the steps required to develop a model-predictive controller are shown. Compared to conventional concepts, the proposed approach allows to conveniently consider constraints (e.g. mass hold-up in the blender) and offers a straightforward, easy to tune controller setup. The concept is implemented in a simulation environment. In order to realize it on a real system, additional aspects (e.g., state estimation, measurement equipment) will have to be investigated.

Journal

International Journal of Pharmaceutics. Volume 510, 2016, 100 - 115

DOI

10.1016/j.ijpharm.2016.06.024

Type of publication

Peer-reviewed journal

Affiliations

  • Graz University of Technology

Article Classification

Research article

Classification Areas

  • Oral solid dose

Tags