Institute for Biotechnology

Research

Shear Stress Modeling

CFD simulations for 100,000L bioreactors.

As bioreactor volume increases, maintaining adequate oxygen transfer requires higher agitation speeds. This creates zones of intense shear near the impeller tips, which can rupture sensitive cells or alter their morphology.

Theoretical Framework

The transition from academic postulation to industrial reality requires a stringent quantitative framework. In addressing this vector, we apply our standard methodology to isolate the exact variables that lead to non-linear yield drop-offs at scale.

Key Variables

  • Mass transfer coefficients (kLa)
  • Thermodynamic limitations of the proposed pathway
  • Cellular burden and plasmid maintenance costs

Institute Data

Based on our 2024 analysis of 140 failed biomanufacturing scale-ups, 68% were due to physical constraints (mixing/cooling) rather than biological failure.

Interactive Assessment Tool

Use the tool below to run a preliminary calculation based on our simplified models. Note that this is for heuristic purposes only.

Impeller Tip Speed Calculator

Calculate tip speed (m/s) to estimate shear damage.

Result