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Related Experiment Videos

Combining multiple quantitative and qualitative goals when assessing biomanufacturing strategies under uncertainty.

Suzanne S Farid1, John Washbrook, Nigel J Titchener-Hooker

  • 1The Advanced Centre for Biochemical Engineering, Department of Biochemical Engineering, University College London, Torrington Place, London WC1E 7JE, UK. s.farid@ucl.ac.uk

Biotechnology Progress
|August 6, 2005
PubMed
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This study introduces a holistic method combining financial and operational bioprocess simulation data for evaluating biomanufacturing alternatives. It aids decision-making for companies choosing between stainless steel or disposable equipment for clinical trial material production.

Area of Science:

  • Biotechnology
  • Process Engineering
  • Decision Science

Background:

  • Biomanufacturing involves complex decisions with financial and operational implications.
  • Evaluating alternatives requires a holistic approach beyond single-metric analysis.

Purpose of the Study:

  • To present a comprehensive framework for evaluating biomanufacturing alternatives.
  • To integrate financial, operational, and qualitative criteria for decision-making.

Main Methods:

  • Application of the additive weighting method, a multiattribute decision-making technique.
  • Incorporation of uncertainty analysis into the decision-making framework.
  • Utilizing cumulative frequency curves and risk-reward plots for analysis.

Main Results:

Related Experiment Videos

  • Demonstrated a case study comparing stainless steel pilot plants versus disposable equipment for early-phase clinical trial material.
  • Showcased the method's ability to handle both quantitative and qualitative parameters.
  • Illustrated how to visualize and interpret results under uncertainty.

Conclusions:

  • The proposed method provides a more holistic evaluation of biomanufacturing alternatives.
  • It aids companies in selecting optimal strategies based on risk preference and diverse criteria.
  • The technique is valuable for start-up companies facing critical investment decisions.