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Development and Application of Control Concepts for Twin-Screw Wet Granulation in the ConsiGmaTM-25: Part 2 Granule Size
| Contributor(s):: Selma Celikovic, Johannes Poms, Johannes Khinast, Martin Horn, Jakob Rehrl
Traditional operation modes, such as running the production processes at constant process settings or within a narrow design space, do not fully exploit the advantages of continuous pharmaceutical manufacturing. Integrating Quality by Control (QbC) algorithms as a standard component of...
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System-wide hybrid MPC–PID control of a continuous pharmaceutical tablet manufacturing process via direct compaction
| Contributor(s):: Singh, Ravendra, Ierapetritou, Marianthi, Ramachandran, Rohit
The next generation of QbD based pharmaceutical products will be manufactured through continuous processing. This will allow the integration of online/inline monitoring tools, coupled with an efficient advanced model-based feedback control systems, to achieve precise control of process variables,...
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Process dynamics and control of API manufacturing and purification processes
| Contributor(s):: Sen, Maitraye, Singh, Ravendra, Ramachandran, Rohit
The pharmaceutical industries have started transitioning toward continuous mode of manufacturing recently. Due to many advantages of the continuous manufacturing over the traditional alternatives, the industries are putting huge effort to efficiently adapt the continuous processing mode. However,...
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Integrated moving horizon-based dynamic real-time optimization and hybrid MPC-PID control of a direct compaction continuous tablet manufacturing process
| Contributor(s):: Singh, Ravendra, Sen, Maitraye Ierapetritou, Marianthi, Ramachandran, Rohit
In this manuscript, a moving horizon-based real-time optimization (MH-RTO) has been integrated with a hybrid model predictive control (MPC) system for a continuous tablet manufacturing process for quality by design (QbD)-based efficient continuous manufacturing. In the proposed approach, the...
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Advanced Model Predictive Feedforward/Feedback Control of a Tablet Press
| Contributor(s):: Haas, Nicholas Townsend, Ierapetritou, Marianthi, Singh, Ravendra
In continuous pharmaceutical manufacturing, real-time precise control of critical quality attributes (CQAs) is necessary for quality by design (QbD)-based manufacturing and real-time release (RTR) with minimum consumption of time, space, and resources. Pharmaceutical tablets can be produced...
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A Hybrid MPC-PID Control System Design for the Continuous Purification and Processing of Active Pharmaceutical Ingredients
| Contributor(s):: Sen, M, Singh, R, Ramachandran, R
In this work, a hybrid MPC (model predictive control)-PID (proportional-integral-derivative) control system has been designed for the continuous purification and processing framework of active pharmaceutical ingredients (APIs). The specific unit operations associated with the purification and...