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Advanced Modeling for Lyophilization to Reduce Time to Market and Cost

This presentation will explore the application of Ansys simulation tools to model and optimize the lyophilization process in pharmaceutical manufacturing. Lyophilization, or freeze-drying, is critical for enhancing the shelf life and stability of biologics, offering advantages such as reduced particulate contamination and preservation of heat-sensitive compounds. However, it poses significant engineering challenges, including ensuring product homogeneity and optimizing sublimation dynamics.

Through computational fluid dynamics (CFD), this presentation will demonstrate how simulation enables a deeper understanding of heat and mass transfer phenomena during lyophilization—insights often inaccessible through experimentation alone. Case studies will highlight equipment capability analysis and sublimation modeling to showcase the role of simulation in optimizing cycle parameters and system design. The session will emphasize how virtual prototyping supports faster development, improved product quality, and greater process efficiency in the freeze-drying of pharmaceuticals.

Time:
July 17, 2025
11:00 AM EDT

Venue:
Virtual

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Overview

This presentation will demonstrate how Ansys simulation tools are used to model and optimize the lyophilization (freeze-drying) process in pharmaceutical manufacturing. While lyophilization is essential for enhancing the stability and shelf life of biologics and preserving heat-sensitive compounds, it also presents complex challenges such as ensuring uniform product drying and optimizing sublimation behavior. By leveraging computational fluid dynamics (CFD), simulation offers valuable insights into heat and mass transfer mechanisms that are often difficult to capture through physical experimentation. The session will feature case studies focused on equipment capability and sublimation modeling, showing how virtual prototyping enables faster development cycles, improved product quality, and greater process efficiency in freeze-drying applications.

What you will learn 

  • How advanced modeling techniques can streamline your lyophilization process and cut development time and cost.
  • Methods to maximize equipment utilization, minimize trial-and-error, and shorten time to market.
  • Practical strategies to maintain product stability and quality while improving overall process efficiency.

Speakers

Kringan Saha, Ph.D. - Senior Principal Application Engineer at Ansys

Pharmaceutical Industry Simulates Lyophilization to Speed Manufacturing

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