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Design Space Identification and Visualization for Continuous Pharmaceutical Manufacturing
Samir Diab1, Dimitrios I Gerogiorgis1
1School of Engineering, Institute for Materials and Processes (IMP), University of Edinburgh, The King's Buildings, Edinburgh EH9 3FB, Scotland, UK.
Continuous flow chemistry enables efficient Active Pharmaceutical Ingredient (API) synthesis for Continuous Pharmaceutical Manufacturing (CPM). This study uses modeling and optimization to define design spaces for improved API production efficiency and cost-effectiveness.
Area of Science:
- Chemical Engineering
- Process Chemistry
- Pharmaceutical Manufacturing
Background:
- Continuous flow chemistry has advanced Active Pharmaceutical Ingredient (API) synthesis over two decades.
- Continuous Pharmaceutical Manufacturing (CPM) offers reduced waste, energy, costs, and access to hazardous process windows.
- Design space investigation is crucial for understanding process performance and product quality before extensive experimentation.
Purpose of the Study:
- To review literature on design space investigation and visualization for continuous API production.
- To highlight attainable regions for recoveries, material efficiencies, and cost components in upstream processing.
- To provide insights into optimizing Continuous Pharmaceutical Manufacturing (CPM) operations.
Main Methods:
- Literature review of design space investigation and visualization techniques.
- Modeling and simulation of upstream processes (reaction and separation).
- Nonlinear optimization to identify optimal operating conditions.
Main Results:
- Demonstrations of design space exploration for continuous API manufacturing.
- Identification of achievable ranges for key performance indicators like recovery and material efficiency.
- Analysis of cost components and flowsheet complexity in upstream CPM.
Conclusions:
- Design space investigation provides valuable insights for optimizing continuous API production.
- Modeling and optimization are effective tools for defining optimal CPM operational parameters.
- Understanding attainable regions is key to efficient and cost-effective Continuous Pharmaceutical Manufacturing (CPM).
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